diff --git a/2026-08-04_PyData-News-Aug-2026/2026-08-04_PyData-News-Aug-2026.ipynb b/2026-08-04_PyData-News-Aug-2026/2026-08-04_PyData-News-Aug-2026.ipynb
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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "editable": true,
+    "is_executing": true,
+    "slideshow": {
+     "slide_type": "skip"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# import Image\n",
+    "from IPython.display import display, Image, HTML, IFrame, YouTubeVideo\n",
+    "default_size = {'width': 1024, 'height': 600}"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "skip"
+    },
+    "tags": []
+   },
+   "source": [
+    "<!-- deck-local-overflow-fix -->\n",
+    "<style>\n",
+    ".reveal .slides section { overflow: hidden !important; }\n",
+    ".reveal .slides section h4 { font-size: 0.9em; line-height: 1.15; }\n",
+    "</style>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": null
+    },
+    "tags": []
+   },
+   "source": [
+    "<img src=\"../utils/images/pydata_logo.png\" width=\"300px\" />"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "-"
+    },
+    "tags": []
+   },
+   "source": [
+    "# PyData London<small> Aug 2026</small>\n",
+    "\n",
+    "### 109th Meetup, hosted by Man Group\n",
+    "\n",
+    "### [@pydatalondon.bsky.social](https://bsky.app/profile/pydatalondon.bsky.social)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "slide"
+    },
+    "tags": []
+   },
+   "source": [
+    "## PyData Code of Conduct\n",
+    "\n",
+    "### Be thoughtful. Be kind to each other.\n",
+    "\n",
+    "**https://pydata.org/code-of-conduct/**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "        <iframe\n",
+       "            width=\"1024\"\n",
+       "            height=\"600\"\n",
+       "            src=\"https://pydata.org/code-of-conduct/\"\n",
+       "            frameborder=\"0\"\n",
+       "            allowfullscreen\n",
+       "            \n",
+       "        ></iframe>\n",
+       "        "
+      ],
+      "text/plain": [
+       "<IPython.lib.display.IFrame at 0x107594310>"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "IFrame('https://pydata.org/code-of-conduct/', **default_size)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "slide"
+    },
+    "tags": []
+   },
+   "source": [
+    "## PyData\n",
+    "\n",
+    "+ Educational program of **NumFOCUS** — the charity behind NumPy, pandas, Jupyter and friends\n",
+    "+ A global community: **121 groups across 51 countries** on Meetup (plus more off-platform)\n",
+    "+ **209,000+ members** worldwide\n",
+    "+ https://www.meetup.com/pro/pydata/ &nbsp;·&nbsp; https://numfocus.org"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "-"
+    },
+    "tags": []
+   },
+   "source": [
+    "<img src=\"../utils/images/pydata-map-hugh.png\" width=\"600\" height=\"400\" alt=\"UK PyData map\" />"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "subslide"
+    },
+    "tags": []
+   },
+   "source": [
+    "## PyData Meetups in UK"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "<img src=\"../utils/images/pydata-uk-hugh.png\" width=\"400\" height=\"600\" alt=\"UK PyData map\" />"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "slide"
+    },
+    "tags": []
+   },
+   "source": [
+    "## PyData London\n",
+    "\n",
+    "+ **16,456 members** and growing — monthly meetup + annual conference\n",
+    "+ All run by volunteers\n",
+    "+ Propose a talk: https://london.pydata.org/submit-a-talk/"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "-"
+    },
+    "tags": []
+   },
+   "source": [
+    "<img src=\"../utils/images/pydata-london-screenshot.png\" width=\"600\" height=\"400\" alt=\"PyData London screenshot\" />"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "slide"
+    },
+    "tags": []
+   },
+   "source": [
+    "## Thank our sponsor -- MAN Group \n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<IPython.core.display.Image object>"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {
+      "image/png": {
+       "width": 100
+      }
+     },
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Image(filename=\"../utils/images/man.png\", width=100)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "source": [
+    "\n",
+    "1. The world's largest publicly traded hedge fund company\n",
+    "2. Lots of open positions in both tech and research!\n",
+    "3. Sponsors **PyData London** ❤️❤️❤️"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "slide"
+    },
+    "tags": []
+   },
+   "source": [
+    "## PyData London is Growing 🚀\n",
+    "**A new chapter for our meetup**\n",
+    "\n",
+    "<div style=\"display:flex; gap:40px;\">\n",
+    "\n",
+    "<div style=\"flex:1;\">\n",
+    "\n",
+    "### ❤️ Thank You, Man Group\n",
+    "- Hosted PyData London for many years\n",
+    "- Continues as our sponsor\n",
+    "- Huge thanks for supporting our community\n",
+    "\n",
+    "\n",
+    "\n",
+    "<br>\n",
+    "<br>\n",
+    "<br>\n",
+    "\n",
+    "\n",
+    "\n",
+    "### 📈 We've Outgrown Our Home\n",
+    "- **100-seat venue**\n",
+    "- **50–100 people** on the waiting list\n",
+    "- **185** waiting for our 100th meetup!\n",
+    "- Time for a bigger home\n",
+    "\n",
+    "</div>\n",
+    "\n",
+    "<div style=\"flex:1;\">\n",
+    "\n",
+    "### 🔍 Looking for a New Venue\n",
+    "**Ideal venue**\n",
+    "- Central London\n",
+    "- 150–250 seats\n",
+    "- 6:30–9:00 pm availability\n",
+    "- Projector & AV\n",
+    "\n",
+    "<br>\n",
+    "\n",
+    "### 🤝 Can You Help?\n",
+    "- Reviewing several options now\n",
+    "- Know a suitable venue?\n",
+    "- **Come chat with us after the meetup!**\n",
+    "\n",
+    "<br>\n",
+    "\n",
+    "### 📍 September Meetup\n",
+    "**Venue announcement coming soon.**\n",
+    "\n",
+    "</div>\n",
+    "\n",
+    "</div>"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "slide"
+    },
+    "tags": []
+   },
+   "source": [
+    "## UK PyData Meetups Updates — Aug & Sept 2026\n",
+    "\n",
+    "- **Thu 27 Aug** — PyData Cornall _(PyData Cornwall - Summer Social 2026)_\n",
+    "- **Tue 22 Sept** — PyData Leeds _(Leeds Digital Festival '26)_\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "slide"
+    },
+    "tags": []
+   },
+   "source": [
+    "## Upcoming Conferences\n",
+    "\n",
+    "### Courtesy of https://pythondeadlin.es/"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "editable": true,
+    "scrolled": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "        <iframe\n",
+       "            width=\"1024\"\n",
+       "            height=\"600\"\n",
+       "            src=\"https://pythondeadlin.es/\"\n",
+       "            frameborder=\"0\"\n",
+       "            allowfullscreen\n",
+       "            \n",
+       "        ></iframe>\n",
+       "        "
+      ],
+      "text/plain": [
+       "<IPython.lib.display.IFrame at 0x10758ec90>"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "IFrame('https://pythondeadlin.es/', **default_size)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "slide"
+    },
+    "tags": []
+   },
+   "source": [
+    "## Since We Last Met -- wider Python community updates\n",
+    "\n",
+    "### 🐍 **Python 3.15 Beta Finalised**\n",
+    "\n",
+    "The Python 3.15.0b4 release contains roughly 298 bugfixes, build improvements, and documentation updates. The feature set remains frozen as the development team shifts focus toward the first release candidate, targeting zero ABI changes going forward\n",
+    "\n",
+    "https://www.python.org/downloads/release/python-3150b4/\n",
+    "\n",
+    "### 🇪🇺 **EuroPython 26 wrapped up its annual gathering in Kraków, Poland (13–19 July)**\n",
+    "\n",
+    "Keynote talks are available on Youtube! \n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<IPython.core.display.Image object>"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {
+      "image/png": {
+       "width": 350
+      }
+     },
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Image(filename=\"euro_python_26_keynote.png\", width=350)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": "slide"
+    },
+    "tags": []
+   },
+   "source": [
+    "## Tonight's Schedule\n",
+    "\n",
+    "- **18:30** Doors open\n",
+    "- **19:00** Introduction <- **YOU ARE HERE**\n",
+    "- **19:15** Main Talk & Q&A -> _RAG Is Dead, Long Live GraphRAG!_ - **Sefik Serengil**\n",
+    "- **19:45** Community Announcement + Break + Networking\n",
+    "- **20:15** ⚡️Lightning Talk #1 -> _AI on the NHS: Can federated learning preserve patient privacy?_ - **Rafael Garcia-Dias**\n",
+    "- **20:20** ⚡️Lightning Talk #2 -> _The Hardest Word to Translate: Teaching Machine Translation to Say \"You\" in Korean_ - **Chaerin Kwon**\n",
+    "- **20:25** ⚡️Lightning Talk #3 -> _Emily - An Open Source Information Retrieval System_ - **Peter Bleackley**\n",
+    "- **20:30** We're done -> The Banker\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "anaconda-cloud": {},
+  "celltoolbar": "Slideshow",
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
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new file mode 100644
index 0000000..c6e450f
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+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapse {
+  display: flex;
+  flex-direction: column;
+  align-items: stretch;
+}
+
+.jp-Collapse-header {
+  padding: 1px 12px;
+  background-color: var(--jp-layout-color1);
+  border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
+  color: var(--jp-ui-font-color1);
+  cursor: pointer;
+  display: flex;
+  align-items: center;
+  font-size: var(--jp-ui-font-size0);
+  font-weight: 600;
+  text-transform: uppercase;
+  user-select: none;
+}
+
+.jp-Collapser-icon {
+  height: 16px;
+}
+
+.jp-Collapse-header-collapsed .jp-Collapser-icon {
+  transform: rotate(-90deg);
+  margin: auto 0;
+}
+
+.jp-Collapser-title {
+  line-height: 25px;
+}
+
+.jp-Collapse-contents {
+  padding: 0 12px;
+  background-color: var(--jp-layout-color1);
+  color: var(--jp-ui-font-color1);
+  overflow: auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* This file was auto-generated by ensureUiComponents() in @jupyterlab/buildutils */
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+/* Icons urls */
+
+:root {
+  --jp-icon-add-above: url(data:image/svg+xml;base64,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);
+  --jp-icon-add-below: url(data:image/svg+xml;base64,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);
+  --jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-bell: url(data:image/svg+xml;base64,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);
+  --jp-icon-bug-dot: url(data:image/svg+xml;base64,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);
+  --jp-icon-bug: url(data:image/svg+xml;base64,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);
+  --jp-icon-build: url(data:image/svg+xml;base64,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);
+  --jp-icon-caret-down-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iOS45LDEzLjYgMy42LDcuNCA0LjQsNi42IDkuOSwxMi4yIDE1LjQsNi43IDE2LjEsNy40ICIvPgoJPC9nPgo8L3N2Zz4K);
+  --jp-icon-caret-down-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNS45TDksOS43bDMuOC0zLjhsMS4yLDEuMmwtNC45LDVsLTQuOS01TDUuMiw1Ljl6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-caret-down: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNy41TDksMTEuMmwzLjgtMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-caret-left: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik0xMC44LDEyLjhMNy4xLDlsMy44LTMuOGwwLDcuNkgxMC44eiIvPgogIDwvZz4KPC9zdmc+Cg==);
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+  --jp-icon-caret-up-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iMTUuNCwxMy4zIDkuOSw3LjcgNC40LDEzLjIgMy42LDEyLjUgOS45LDYuMyAxNi4xLDEyLjYgIi8+Cgk8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-caret-up: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik01LjIsMTAuNUw5LDYuOGwzLjgsMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-case-sensitive: url(data:image/svg+xml;base64,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);
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+  --jp-icon-circle: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iOSIgY3k9IjkiIHI9IjgiLz4KICA8L2c+Cjwvc3ZnPgo=);
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+  --jp-icon-code-check: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBzaGFwZS1yZW5kZXJpbmc9Imdlb21ldHJpY1ByZWNpc2lvbiI+CiAgICA8cGF0aCBkPSJNNi41OSwzLjQxTDIsOEw2LjU5LDEyLjZMOCwxMS4xOEw0LjgyLDhMOCw0LjgyTDYuNTksMy40MU0xMi40MSwzLjQxTDExLDQuODJMMTQuMTgsOEwxMSwxMS4xOEwxMi40MSwxMi42TDE3LDhMMTIuNDEsMy40MU0yMS41OSwxMS41OUwxMy41LDE5LjY4TDkuODMsMTZMOC40MiwxNy40MUwxMy41LDIyLjVMMjMsMTNMMjEuNTksMTEuNTlaIiAvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-code: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTExLjQgMTguNkw2LjggMTRMMTEuNCA5LjRMMTAgOEw0IDE0TDEwIDIwTDExLjQgMTguNlpNMTYuNiAxOC42TDIxLjIgMTRMMTYuNiA5LjRMMTggOEwyNCAxNEwxOCAyMEwxNi42IDE4LjZWMTguNloiLz4KCTwvZz4KPC9zdmc+Cg==);
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+  --jp-icon-ellipses: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iNSIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxMiIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxOSIgY3k9IjEyIiByPSIyIi8+CiAgPC9nPgo8L3N2Zz4K);
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+  --jp-icon-expand-all: url(data:image/svg+xml;base64,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);
+  --jp-icon-extension: url(data:image/svg+xml;base64,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);
+  --jp-icon-fast-forward: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTQgMThsOC41LTZMNCA2djEyem05LTEydjEybDguNS02TDEzIDZ6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-file-upload: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTkgMTZoNnYtNmg0bC03LTctNyA3aDR6bS00IDJoMTR2Mkg1eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-file: url(data:image/svg+xml;base64,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);
+  --jp-icon-filter-dot: url(data:image/svg+xml;base64,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);
+  --jp-icon-filter-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEwIDE4aDR2LTJoLTR2MnpNMyA2djJoMThWNkgzem0zIDdoMTJ2LTJINnYyeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-filter: url(data:image/svg+xml;base64,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);
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+  --jp-icon-home: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjRweCIgdmlld0JveD0iMCAwIDI0IDI0IiB3aWR0aD0iMjRweCIgZmlsbD0iIzAwMDAwMCI+CiAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPjxwYXRoIGNsYXNzPSJqcC1pY29uMyBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xMCAyMHYtNmg0djZoNXYtOGgzTDEyIDMgMiAxMmgzdjh6Ii8+Cjwvc3ZnPgo=);
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+  --jp-icon-info: url(data:image/svg+xml;base64,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);
+  --jp-icon-inspector: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaW5zcGVjdG9yLWljb24tY29sb3IganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMjAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY2YzAtMS4xLS45LTItMi0yem0tNSAxNEg0di00aDExdjR6bTAtNUg0VjloMTF2NHptNSA1aC00VjloNHY5eiIvPgo8L3N2Zz4K);
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+  --jp-icon-kernel: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiIgZmlsbD0iIzYxNjE2MSIgZD0iTTE1IDlIOXY2aDZWOXptLTIgNGgtMnYtMmgydjJ6bTgtMlY5aC0yVjdjMC0xLjEtLjktMi0yLTJoLTJWM2gtMnYyaC0yVjNIOXYySDdjLTEuMSAwLTIgLjktMiAydjJIM3YyaDJ2MkgzdjJoMnYyYzAgMS4xLjkgMiAyIDJoMnYyaDJ2LTJoMnYyaDJ2LTJoMmMxLjEgMCAyLS45IDItMnYtMmgydi0yaC0ydi0yaDJ6bS00IDZIN1Y3aDEwdjEweiIvPgo8L3N2Zz4K);
+  --jp-icon-keyboard: url(data:image/svg+xml;base64,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);
+  --jp-icon-launch: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMzIgMzIiIHdpZHRoPSIzMiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIj4KICAgIDxwYXRoIGQ9Ik0yNiwyOEg2YTIuMDAyNywyLjAwMjcsMCwwLDEtMi0yVjZBMi4wMDI3LDIuMDAyNywwLDAsMSw2LDRIMTZWNkg2VjI2SDI2VjE2aDJWMjZBMi4wMDI3LDIuMDAyNywwLDAsMSwyNiwyOFoiLz4KICAgIDxwb2x5Z29uIHBvaW50cz0iMjAgMiAyMCA0IDI2LjU4NiA0IDE4IDEyLjU4NiAxOS40MTQgMTQgMjggNS40MTQgMjggMTIgMzAgMTIgMzAgMiAyMCAyIi8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-launcher: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTkgMTlINVY1aDdWM0g1YTIgMiAwIDAwLTIgMnYxNGEyIDIgMCAwMDIgMmgxNGMxLjEgMCAyLS45IDItMnYtN2gtMnY3ek0xNCAzdjJoMy41OWwtOS44MyA5LjgzIDEuNDEgMS40MUwxOSA2LjQxVjEwaDJWM2gtN3oiLz4KPC9zdmc+Cg==);
+  --jp-icon-line-form: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGZpbGw9IndoaXRlIiBkPSJNNS44OCA0LjEyTDEzLjc2IDEybC03Ljg4IDcuODhMOCAyMmwxMC0xMEw4IDJ6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-link: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMuOSAxMmMwLTEuNzEgMS4zOS0zLjEgMy4xLTMuMWg0VjdIN2MtMi43NiAwLTUgMi4yNC01IDVzMi4yNCA1IDUgNWg0di0xLjlIN2MtMS43MSAwLTMuMS0xLjM5LTMuMS0zLjF6TTggMTNoOHYtMkg4djJ6bTktNmgtNHYxLjloNGMxLjcxIDAgMy4xIDEuMzkgMy4xIDMuMXMtMS4zOSAzLjEtMy4xIDMuMWgtNFYxN2g0YzIuNzYgMCA1LTIuMjQgNS01cy0yLjI0LTUtNS01eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xOSA1djE0SDVWNWgxNG0xLjEtMkgzLjljLS41IDAtLjkuNC0uOS45djE2LjJjMCAuNC40LjkuOS45aDE2LjJjLjQgMCAuOS0uNS45LS45VjMuOWMwLS41LS41LS45LS45LS45ek0xMSA3aDZ2MmgtNlY3em0wIDRoNnYyaC02di0yem0wIDRoNnYyaC02ek03IDdoMnYySDd6bTAgNGgydjJIN3ptMCA0aDJ2Mkg3eiIvPgo8L3N2Zz4K);
+  --jp-icon-markdown: url(data:image/svg+xml;base64,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);
+  --jp-icon-move-down: url(data:image/svg+xml;base64,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);
+  --jp-icon-move-up: url(data:image/svg+xml;base64,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);
+  --jp-icon-new-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIwIDZoLThsLTItMkg0Yy0xLjExIDAtMS45OS44OS0xLjk5IDJMMiAxOGMwIDEuMTEuODkgMiAyIDJoMTZjMS4xMSAwIDItLjg5IDItMlY4YzAtMS4xMS0uODktMi0yLTJ6bS0xIDhoLTN2M2gtMnYtM2gtM3YtMmgzVjloMnYzaDN2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-not-trusted: url(data:image/svg+xml;base64,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);
+  --jp-icon-notebook: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtbm90ZWJvb2staWNvbi1jb2xvciBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiNFRjZDMDAiPgogICAgPHBhdGggZD0iTTE4LjcgMy4zdjE1LjRIMy4zVjMuM2gxNS40bTEuNS0xLjVIMS44djE4LjNoMTguM2wuMS0xOC4zeiIvPgogICAgPHBhdGggZD0iTTE2LjUgMTYuNWwtNS40LTQuMy01LjYgNC4zdi0xMWgxMXoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-numbering: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTQgMTlINlYxOS41SDVWMjAuNUg2VjIxSDRWMjJIN1YxOEg0VjE5Wk01IDEwSDZWNkg0VjdINVYxMFpNNCAxM0g1LjhMNCAxNS4xVjE2SDdWMTVINS4yTDcgMTIuOVYxMkg0VjEzWk05IDdWOUgyM1Y3SDlaTTkgMjFIMjNWMTlIOVYyMVpNOSAxNUgyM1YxM0g5VjE1WiIvPgoJPC9nPgo8L3N2Zz4K);
+  --jp-icon-offline-bolt: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDIuMDJjLTUuNTEgMC05Ljk4IDQuNDctOS45OCA5Ljk4czQuNDcgOS45OCA5Ljk4IDkuOTggOS45OC00LjQ3IDkuOTgtOS45OFMxNy41MSAyLjAyIDEyIDIuMDJ6TTExLjQ4IDIwdi02LjI2SDhMMTMgNHY2LjI2aDMuMzVMMTEuNDggMjB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-palette: url(data:image/svg+xml;base64,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);
+  --jp-icon-paste: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE5IDJoLTQuMThDMTQuNC44NCAxMy4zIDAgMTIgMGMtMS4zIDAtMi40Ljg0LTIuODIgMkg1Yy0xLjEgMC0yIC45LTIgMnYxNmMwIDEuMS45IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjRjMC0xLjEtLjktMi0yLTJ6bS03IDBjLjU1IDAgMSAuNDUgMSAxcy0uNDUgMS0xIDEtMS0uNDUtMS0xIC40NS0xIDEtMXptNyAxOEg1VjRoMnYzaDEwVjRoMnYxNnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-pdf: url(data:image/svg+xml;base64,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);
+  --jp-icon-python: url(data:image/svg+xml;base64,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);
+  --jp-icon-r-kernel: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1jb250cmFzdDMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjE5NkYzIiBkPSJNNC40IDIuNWMxLjItLjEgMi45LS4zIDQuOS0uMyAyLjUgMCA0LjEuNCA1LjIgMS4zIDEgLjcgMS41IDEuOSAxLjUgMy41IDAgMi0xLjQgMy41LTIuOSA0LjEgMS4yLjQgMS43IDEuNiAyLjIgMyAuNiAxLjkgMSAzLjkgMS4zIDQuNmgtMy44Yy0uMy0uNC0uOC0xLjctMS4yLTMuN3MtMS4yLTIuNi0yLjYtMi42aC0uOXY2LjRINC40VjIuNXptMy43IDYuOWgxLjRjMS45IDAgMi45LS45IDIuOS0yLjNzLTEtMi4zLTIuOC0yLjNjLS43IDAtMS4zIDAtMS42LjJ2NC41aC4xdi0uMXoiLz4KPC9zdmc+Cg==);
+  --jp-icon-react: url(data:image/svg+xml;base64,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);
+  --jp-icon-redo: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIi8+PHBhdGggZD0iTTE4LjQgMTAuNkMxNi41NSA4Ljk5IDE0LjE1IDggMTEuNSA4Yy00LjY1IDAtOC41OCAzLjAzLTkuOTYgNy4yMkwzLjkgMTZjMS4wNS0zLjE5IDQuMDUtNS41IDcuNi01LjUgMS45NSAwIDMuNzMuNzIgNS4xMiAxLjg4TDEzIDE2aDlWN2wtMy42IDMuNnoiLz4KICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-refresh: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTkgMTMuNWMtMi40OSAwLTQuNS0yLjAxLTQuNS00LjVTNi41MSA0LjUgOSA0LjVjMS4yNCAwIDIuMzYuNTIgMy4xNyAxLjMzTDEwIDhoNVYzbC0xLjc2IDEuNzZDMTIuMTUgMy42OCAxMC42NiAzIDkgMyA1LjY5IDMgMy4wMSA1LjY5IDMuMDEgOVM1LjY5IDE1IDkgMTVjMi45NyAwIDUuNDMtMi4xNiA1LjktNWgtMS41MmMtLjQ2IDItMi4yNCAzLjUtNC4zOCAzLjV6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=);
+  --jp-icon-regex: url(data:image/svg+xml;base64,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);
+  --jp-icon-run: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-running: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMjU2IDhDMTE5IDggOCAxMTkgOCAyNTZzMTExIDI0OCAyNDggMjQ4IDI0OC0xMTEgMjQ4LTI0OFMzOTMgOCAyNTYgOHptOTYgMzI4YzAgOC44LTcuMiAxNi0xNiAxNkgxNzZjLTguOCAwLTE2LTcuMi0xNi0xNlYxNzZjMC04LjggNy4yLTE2IDE2LTE2aDE2MGM4LjggMCAxNiA3LjIgMTYgMTZ2MTYweiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-save: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-search: url(data:image/svg+xml;base64,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);
+  --jp-icon-settings: url(data:image/svg+xml;base64,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);
+  --jp-icon-share: url(data:image/svg+xml;base64,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);
+  --jp-icon-spreadsheet: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1jb250cmFzdDEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNENBRjUwIiBkPSJNMi4yIDIuMnYxNy42aDE3LjZWMi4ySDIuMnptMTUuNCA3LjdoLTUuNVY0LjRoNS41djUuNXpNOS45IDQuNHY1LjVINC40VjQuNGg1LjV6bS01LjUgNy43aDUuNXY1LjVINC40di01LjV6bTcuNyA1LjV2LTUuNWg1LjV2NS41aC01LjV6Ii8+Cjwvc3ZnPgo=);
+  --jp-icon-stop: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik02IDZoMTJ2MTJINnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-tab: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIxIDNIM2MtMS4xIDAtMiAuOS0yIDJ2MTRjMCAxLjEuOSAyIDIgMmgxOGMxLjEgMCAyLS45IDItMlY1YzAtMS4xLS45LTItMi0yem0wIDE2SDNWNWgxMHY0aDh2MTB6Ii8+CiAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-table-rows: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMSw4SDNWNGgxOFY4eiBNMjEsMTBIM3Y0aDE4VjEweiBNMjEsMTZIM3Y0aDE4VjE2eiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-tag: url(data:image/svg+xml;base64,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);
+  --jp-icon-terminal: url(data:image/svg+xml;base64,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);
+  --jp-icon-text-editor: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtdGV4dC1lZGl0b3ItaWNvbi1jb2xvciBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xNSAxNUgzdjJoMTJ2LTJ6bTAtOEgzdjJoMTJWN3pNMyAxM2gxOHYtMkgzdjJ6bTAgOGgxOHYtMkgzdjJ6TTMgM3YyaDE4VjNIM3oiLz4KPC9zdmc+Cg==);
+  --jp-icon-toc: url(data:image/svg+xml;base64,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);
+  --jp-icon-tree-view: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4K);
+  --jp-icon-trusted: url(data:image/svg+xml;base64,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);
+  --jp-icon-undo: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-user: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTYiIHZpZXdCb3g9IjAgMCAyNCAyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE2IDdhNCA0IDAgMTEtOCAwIDQgNCAwIDAxOCAwek0xMiAxNGE3IDcgMCAwMC03IDdoMTRhNyA3IDAgMDAtNy03eiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-users: url(data:image/svg+xml;base64,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);
+  --jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==);
+  --jp-icon-word: url(data:image/svg+xml;base64,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);
+  --jp-icon-yaml: url(data:image/svg+xml;base64,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);
+}
+
+/* Icon CSS class declarations */
+
+.jp-AddAboveIcon {
+  background-image: var(--jp-icon-add-above);
+}
+
+.jp-AddBelowIcon {
+  background-image: var(--jp-icon-add-below);
+}
+
+.jp-AddIcon {
+  background-image: var(--jp-icon-add);
+}
+
+.jp-BellIcon {
+  background-image: var(--jp-icon-bell);
+}
+
+.jp-BugDotIcon {
+  background-image: var(--jp-icon-bug-dot);
+}
+
+.jp-BugIcon {
+  background-image: var(--jp-icon-bug);
+}
+
+.jp-BuildIcon {
+  background-image: var(--jp-icon-build);
+}
+
+.jp-CaretDownEmptyIcon {
+  background-image: var(--jp-icon-caret-down-empty);
+}
+
+.jp-CaretDownEmptyThinIcon {
+  background-image: var(--jp-icon-caret-down-empty-thin);
+}
+
+.jp-CaretDownIcon {
+  background-image: var(--jp-icon-caret-down);
+}
+
+.jp-CaretLeftIcon {
+  background-image: var(--jp-icon-caret-left);
+}
+
+.jp-CaretRightIcon {
+  background-image: var(--jp-icon-caret-right);
+}
+
+.jp-CaretUpEmptyThinIcon {
+  background-image: var(--jp-icon-caret-up-empty-thin);
+}
+
+.jp-CaretUpIcon {
+  background-image: var(--jp-icon-caret-up);
+}
+
+.jp-CaseSensitiveIcon {
+  background-image: var(--jp-icon-case-sensitive);
+}
+
+.jp-CheckIcon {
+  background-image: var(--jp-icon-check);
+}
+
+.jp-CircleEmptyIcon {
+  background-image: var(--jp-icon-circle-empty);
+}
+
+.jp-CircleIcon {
+  background-image: var(--jp-icon-circle);
+}
+
+.jp-ClearIcon {
+  background-image: var(--jp-icon-clear);
+}
+
+.jp-CloseIcon {
+  background-image: var(--jp-icon-close);
+}
+
+.jp-CodeCheckIcon {
+  background-image: var(--jp-icon-code-check);
+}
+
+.jp-CodeIcon {
+  background-image: var(--jp-icon-code);
+}
+
+.jp-CollapseAllIcon {
+  background-image: var(--jp-icon-collapse-all);
+}
+
+.jp-ConsoleIcon {
+  background-image: var(--jp-icon-console);
+}
+
+.jp-CopyIcon {
+  background-image: var(--jp-icon-copy);
+}
+
+.jp-CopyrightIcon {
+  background-image: var(--jp-icon-copyright);
+}
+
+.jp-CutIcon {
+  background-image: var(--jp-icon-cut);
+}
+
+.jp-DeleteIcon {
+  background-image: var(--jp-icon-delete);
+}
+
+.jp-DownloadIcon {
+  background-image: var(--jp-icon-download);
+}
+
+.jp-DuplicateIcon {
+  background-image: var(--jp-icon-duplicate);
+}
+
+.jp-EditIcon {
+  background-image: var(--jp-icon-edit);
+}
+
+.jp-EllipsesIcon {
+  background-image: var(--jp-icon-ellipses);
+}
+
+.jp-ErrorIcon {
+  background-image: var(--jp-icon-error);
+}
+
+.jp-ExpandAllIcon {
+  background-image: var(--jp-icon-expand-all);
+}
+
+.jp-ExtensionIcon {
+  background-image: var(--jp-icon-extension);
+}
+
+.jp-FastForwardIcon {
+  background-image: var(--jp-icon-fast-forward);
+}
+
+.jp-FileIcon {
+  background-image: var(--jp-icon-file);
+}
+
+.jp-FileUploadIcon {
+  background-image: var(--jp-icon-file-upload);
+}
+
+.jp-FilterDotIcon {
+  background-image: var(--jp-icon-filter-dot);
+}
+
+.jp-FilterIcon {
+  background-image: var(--jp-icon-filter);
+}
+
+.jp-FilterListIcon {
+  background-image: var(--jp-icon-filter-list);
+}
+
+.jp-FolderFavoriteIcon {
+  background-image: var(--jp-icon-folder-favorite);
+}
+
+.jp-FolderIcon {
+  background-image: var(--jp-icon-folder);
+}
+
+.jp-HomeIcon {
+  background-image: var(--jp-icon-home);
+}
+
+.jp-Html5Icon {
+  background-image: var(--jp-icon-html5);
+}
+
+.jp-ImageIcon {
+  background-image: var(--jp-icon-image);
+}
+
+.jp-InfoIcon {
+  background-image: var(--jp-icon-info);
+}
+
+.jp-InspectorIcon {
+  background-image: var(--jp-icon-inspector);
+}
+
+.jp-JsonIcon {
+  background-image: var(--jp-icon-json);
+}
+
+.jp-JuliaIcon {
+  background-image: var(--jp-icon-julia);
+}
+
+.jp-JupyterFaviconIcon {
+  background-image: var(--jp-icon-jupyter-favicon);
+}
+
+.jp-JupyterIcon {
+  background-image: var(--jp-icon-jupyter);
+}
+
+.jp-JupyterlabWordmarkIcon {
+  background-image: var(--jp-icon-jupyterlab-wordmark);
+}
+
+.jp-KernelIcon {
+  background-image: var(--jp-icon-kernel);
+}
+
+.jp-KeyboardIcon {
+  background-image: var(--jp-icon-keyboard);
+}
+
+.jp-LaunchIcon {
+  background-image: var(--jp-icon-launch);
+}
+
+.jp-LauncherIcon {
+  background-image: var(--jp-icon-launcher);
+}
+
+.jp-LineFormIcon {
+  background-image: var(--jp-icon-line-form);
+}
+
+.jp-LinkIcon {
+  background-image: var(--jp-icon-link);
+}
+
+.jp-ListIcon {
+  background-image: var(--jp-icon-list);
+}
+
+.jp-MarkdownIcon {
+  background-image: var(--jp-icon-markdown);
+}
+
+.jp-MoveDownIcon {
+  background-image: var(--jp-icon-move-down);
+}
+
+.jp-MoveUpIcon {
+  background-image: var(--jp-icon-move-up);
+}
+
+.jp-NewFolderIcon {
+  background-image: var(--jp-icon-new-folder);
+}
+
+.jp-NotTrustedIcon {
+  background-image: var(--jp-icon-not-trusted);
+}
+
+.jp-NotebookIcon {
+  background-image: var(--jp-icon-notebook);
+}
+
+.jp-NumberingIcon {
+  background-image: var(--jp-icon-numbering);
+}
+
+.jp-OfflineBoltIcon {
+  background-image: var(--jp-icon-offline-bolt);
+}
+
+.jp-PaletteIcon {
+  background-image: var(--jp-icon-palette);
+}
+
+.jp-PasteIcon {
+  background-image: var(--jp-icon-paste);
+}
+
+.jp-PdfIcon {
+  background-image: var(--jp-icon-pdf);
+}
+
+.jp-PythonIcon {
+  background-image: var(--jp-icon-python);
+}
+
+.jp-RKernelIcon {
+  background-image: var(--jp-icon-r-kernel);
+}
+
+.jp-ReactIcon {
+  background-image: var(--jp-icon-react);
+}
+
+.jp-RedoIcon {
+  background-image: var(--jp-icon-redo);
+}
+
+.jp-RefreshIcon {
+  background-image: var(--jp-icon-refresh);
+}
+
+.jp-RegexIcon {
+  background-image: var(--jp-icon-regex);
+}
+
+.jp-RunIcon {
+  background-image: var(--jp-icon-run);
+}
+
+.jp-RunningIcon {
+  background-image: var(--jp-icon-running);
+}
+
+.jp-SaveIcon {
+  background-image: var(--jp-icon-save);
+}
+
+.jp-SearchIcon {
+  background-image: var(--jp-icon-search);
+}
+
+.jp-SettingsIcon {
+  background-image: var(--jp-icon-settings);
+}
+
+.jp-ShareIcon {
+  background-image: var(--jp-icon-share);
+}
+
+.jp-SpreadsheetIcon {
+  background-image: var(--jp-icon-spreadsheet);
+}
+
+.jp-StopIcon {
+  background-image: var(--jp-icon-stop);
+}
+
+.jp-TabIcon {
+  background-image: var(--jp-icon-tab);
+}
+
+.jp-TableRowsIcon {
+  background-image: var(--jp-icon-table-rows);
+}
+
+.jp-TagIcon {
+  background-image: var(--jp-icon-tag);
+}
+
+.jp-TerminalIcon {
+  background-image: var(--jp-icon-terminal);
+}
+
+.jp-TextEditorIcon {
+  background-image: var(--jp-icon-text-editor);
+}
+
+.jp-TocIcon {
+  background-image: var(--jp-icon-toc);
+}
+
+.jp-TreeViewIcon {
+  background-image: var(--jp-icon-tree-view);
+}
+
+.jp-TrustedIcon {
+  background-image: var(--jp-icon-trusted);
+}
+
+.jp-UndoIcon {
+  background-image: var(--jp-icon-undo);
+}
+
+.jp-UserIcon {
+  background-image: var(--jp-icon-user);
+}
+
+.jp-UsersIcon {
+  background-image: var(--jp-icon-users);
+}
+
+.jp-VegaIcon {
+  background-image: var(--jp-icon-vega);
+}
+
+.jp-WordIcon {
+  background-image: var(--jp-icon-word);
+}
+
+.jp-YamlIcon {
+  background-image: var(--jp-icon-yaml);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * (DEPRECATED) Support for consuming icons as CSS background images
+ */
+
+.jp-Icon,
+.jp-MaterialIcon {
+  background-position: center;
+  background-repeat: no-repeat;
+  background-size: 16px;
+  min-width: 16px;
+  min-height: 16px;
+}
+
+.jp-Icon-cover {
+  background-position: center;
+  background-repeat: no-repeat;
+  background-size: cover;
+}
+
+/**
+ * (DEPRECATED) Support for specific CSS icon sizes
+ */
+
+.jp-Icon-16 {
+  background-size: 16px;
+  min-width: 16px;
+  min-height: 16px;
+}
+
+.jp-Icon-18 {
+  background-size: 18px;
+  min-width: 18px;
+  min-height: 18px;
+}
+
+.jp-Icon-20 {
+  background-size: 20px;
+  min-width: 20px;
+  min-height: 20px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.lm-TabBar .lm-TabBar-addButton {
+  align-items: center;
+  display: flex;
+  padding: 4px;
+  padding-bottom: 5px;
+  margin-right: 1px;
+  background-color: var(--jp-layout-color2);
+}
+
+.lm-TabBar .lm-TabBar-addButton:hover {
+  background-color: var(--jp-layout-color1);
+}
+
+.lm-DockPanel-tabBar .lm-TabBar-tab {
+  width: var(--jp-private-horizontal-tab-width);
+}
+
+.lm-DockPanel-tabBar .lm-TabBar-content {
+  flex: unset;
+}
+
+.lm-DockPanel-tabBar[data-orientation='horizontal'] {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for icons as inline SVG HTMLElements
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon0[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon1[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon2[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon3[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon4[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon0[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon1[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon2[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon3[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon4[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/* recolor the accent elements of an icon */
+.jp-icon-accent0[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.jp-icon-accent1[fill] {
+  fill: var(--jp-layout-color1);
+}
+
+.jp-icon-accent2[fill] {
+  fill: var(--jp-layout-color2);
+}
+
+.jp-icon-accent3[fill] {
+  fill: var(--jp-layout-color3);
+}
+
+.jp-icon-accent4[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-accent0[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+
+.jp-icon-accent1[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+
+.jp-icon-accent2[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+
+.jp-icon-accent3[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+
+.jp-icon-accent4[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* set the color of an icon to transparent */
+.jp-icon-none[fill] {
+  fill: none;
+}
+
+.jp-icon-none[stroke] {
+  stroke: none;
+}
+
+/* brand icon colors. Same for light and dark */
+.jp-icon-brand0[fill] {
+  fill: var(--jp-brand-color0);
+}
+
+.jp-icon-brand1[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+.jp-icon-brand2[fill] {
+  fill: var(--jp-brand-color2);
+}
+
+.jp-icon-brand3[fill] {
+  fill: var(--jp-brand-color3);
+}
+
+.jp-icon-brand4[fill] {
+  fill: var(--jp-brand-color4);
+}
+
+.jp-icon-brand0[stroke] {
+  stroke: var(--jp-brand-color0);
+}
+
+.jp-icon-brand1[stroke] {
+  stroke: var(--jp-brand-color1);
+}
+
+.jp-icon-brand2[stroke] {
+  stroke: var(--jp-brand-color2);
+}
+
+.jp-icon-brand3[stroke] {
+  stroke: var(--jp-brand-color3);
+}
+
+.jp-icon-brand4[stroke] {
+  stroke: var(--jp-brand-color4);
+}
+
+/* warn icon colors. Same for light and dark */
+.jp-icon-warn0[fill] {
+  fill: var(--jp-warn-color0);
+}
+
+.jp-icon-warn1[fill] {
+  fill: var(--jp-warn-color1);
+}
+
+.jp-icon-warn2[fill] {
+  fill: var(--jp-warn-color2);
+}
+
+.jp-icon-warn3[fill] {
+  fill: var(--jp-warn-color3);
+}
+
+.jp-icon-warn0[stroke] {
+  stroke: var(--jp-warn-color0);
+}
+
+.jp-icon-warn1[stroke] {
+  stroke: var(--jp-warn-color1);
+}
+
+.jp-icon-warn2[stroke] {
+  stroke: var(--jp-warn-color2);
+}
+
+.jp-icon-warn3[stroke] {
+  stroke: var(--jp-warn-color3);
+}
+
+/* icon colors that contrast well with each other and most backgrounds */
+.jp-icon-contrast0[fill] {
+  fill: var(--jp-icon-contrast-color0);
+}
+
+.jp-icon-contrast1[fill] {
+  fill: var(--jp-icon-contrast-color1);
+}
+
+.jp-icon-contrast2[fill] {
+  fill: var(--jp-icon-contrast-color2);
+}
+
+.jp-icon-contrast3[fill] {
+  fill: var(--jp-icon-contrast-color3);
+}
+
+.jp-icon-contrast0[stroke] {
+  stroke: var(--jp-icon-contrast-color0);
+}
+
+.jp-icon-contrast1[stroke] {
+  stroke: var(--jp-icon-contrast-color1);
+}
+
+.jp-icon-contrast2[stroke] {
+  stroke: var(--jp-icon-contrast-color2);
+}
+
+.jp-icon-contrast3[stroke] {
+  stroke: var(--jp-icon-contrast-color3);
+}
+
+.jp-icon-dot[fill] {
+  fill: var(--jp-warn-color0);
+}
+
+.jp-jupyter-icon-color[fill] {
+  fill: var(--jp-jupyter-icon-color, var(--jp-warn-color0));
+}
+
+.jp-notebook-icon-color[fill] {
+  fill: var(--jp-notebook-icon-color, var(--jp-warn-color0));
+}
+
+.jp-json-icon-color[fill] {
+  fill: var(--jp-json-icon-color, var(--jp-warn-color1));
+}
+
+.jp-console-icon-color[fill] {
+  fill: var(--jp-console-icon-color, white);
+}
+
+.jp-console-icon-background-color[fill] {
+  fill: var(--jp-console-icon-background-color, var(--jp-brand-color1));
+}
+
+.jp-terminal-icon-color[fill] {
+  fill: var(--jp-terminal-icon-color, var(--jp-layout-color2));
+}
+
+.jp-terminal-icon-background-color[fill] {
+  fill: var(
+    --jp-terminal-icon-background-color,
+    var(--jp-inverse-layout-color2)
+  );
+}
+
+.jp-text-editor-icon-color[fill] {
+  fill: var(--jp-text-editor-icon-color, var(--jp-inverse-layout-color3));
+}
+
+.jp-inspector-icon-color[fill] {
+  fill: var(--jp-inspector-icon-color, var(--jp-inverse-layout-color3));
+}
+
+/* CSS for icons in selected filebrowser listing items */
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+
+.jp-DirListing-item.jp-mod-selected .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+/* stylelint-disable selector-max-class, selector-max-compound-selectors */
+
+/**
+* TODO: come up with non css-hack solution for showing the busy icon on top
+*  of the close icon
+* CSS for complex behavior of close icon of tabs in the main area tabbar
+*/
+.lm-DockPanel-tabBar
+  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon3[fill] {
+  fill: none;
+}
+
+.lm-DockPanel-tabBar
+  .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty
+  > .lm-TabBar-tabCloseIcon
+  > :not(:hover)
+  > .jp-icon-busy[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+/* stylelint-enable selector-max-class, selector-max-compound-selectors */
+
+/* CSS for icons in status bar */
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable[fill] {
+  fill: #fff;
+}
+
+#jp-main-statusbar .jp-mod-selected .jp-icon-selectable-inverse[fill] {
+  fill: var(--jp-brand-color1);
+}
+
+/* special handling for splash icon CSS. While the theme CSS reloads during
+   splash, the splash icon can loose theming. To prevent that, we set a
+   default for its color variable */
+:root {
+  --jp-warn-color0: var(--md-orange-700);
+}
+
+/* not sure what to do with this one, used in filebrowser listing */
+.jp-DragIcon {
+  margin-right: 4px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/**
+ * Support for alt colors for icons as inline SVG HTMLElements
+ */
+
+/* alt recolor the primary elements of an icon */
+.jp-icon-alt .jp-icon0[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.jp-icon-alt .jp-icon1[fill] {
+  fill: var(--jp-layout-color1);
+}
+
+.jp-icon-alt .jp-icon2[fill] {
+  fill: var(--jp-layout-color2);
+}
+
+.jp-icon-alt .jp-icon3[fill] {
+  fill: var(--jp-layout-color3);
+}
+
+.jp-icon-alt .jp-icon4[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-alt .jp-icon0[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+
+.jp-icon-alt .jp-icon1[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+
+.jp-icon-alt .jp-icon2[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+
+.jp-icon-alt .jp-icon3[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+
+.jp-icon-alt .jp-icon4[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* alt recolor the accent elements of an icon */
+.jp-icon-alt .jp-icon-accent0[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon-alt .jp-icon-accent1[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon-alt .jp-icon-accent2[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon-alt .jp-icon-accent3[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon-alt .jp-icon-accent4[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-alt .jp-icon-accent0[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon-alt .jp-icon-accent1[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon-alt .jp-icon-accent2[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon-alt .jp-icon-accent3[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon-alt .jp-icon-accent4[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-icon-hoverShow:not(:hover) .jp-icon-hoverShow-content {
+  display: none !important;
+}
+
+/**
+ * Support for hover colors for icons as inline SVG HTMLElements
+ */
+
+/**
+ * regular colors
+ */
+
+/* recolor the primary elements of an icon */
+.jp-icon-hover :hover .jp-icon0-hover[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon-hover :hover .jp-icon1-hover[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon-hover :hover .jp-icon2-hover[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon-hover :hover .jp-icon3-hover[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon-hover :hover .jp-icon4-hover[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon0-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon-hover :hover .jp-icon1-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon-hover :hover .jp-icon2-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon-hover :hover .jp-icon3-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon-hover :hover .jp-icon4-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/* recolor the accent elements of an icon */
+.jp-icon-hover :hover .jp-icon-accent0-hover[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.jp-icon-hover :hover .jp-icon-accent1-hover[fill] {
+  fill: var(--jp-layout-color1);
+}
+
+.jp-icon-hover :hover .jp-icon-accent2-hover[fill] {
+  fill: var(--jp-layout-color2);
+}
+
+.jp-icon-hover :hover .jp-icon-accent3-hover[fill] {
+  fill: var(--jp-layout-color3);
+}
+
+.jp-icon-hover :hover .jp-icon-accent4-hover[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover :hover .jp-icon-accent0-hover[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+
+.jp-icon-hover :hover .jp-icon-accent1-hover[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+
+.jp-icon-hover :hover .jp-icon-accent2-hover[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+
+.jp-icon-hover :hover .jp-icon-accent3-hover[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+
+.jp-icon-hover :hover .jp-icon-accent4-hover[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* set the color of an icon to transparent */
+.jp-icon-hover :hover .jp-icon-none-hover[fill] {
+  fill: none;
+}
+
+.jp-icon-hover :hover .jp-icon-none-hover[stroke] {
+  stroke: none;
+}
+
+/**
+ * inverse colors
+ */
+
+/* inverse recolor the primary elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[fill] {
+  fill: var(--jp-layout-color1);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[fill] {
+  fill: var(--jp-layout-color2);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[fill] {
+  fill: var(--jp-layout-color3);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[fill] {
+  fill: var(--jp-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[stroke] {
+  stroke: var(--jp-layout-color0);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[stroke] {
+  stroke: var(--jp-layout-color1);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[stroke] {
+  stroke: var(--jp-layout-color2);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[stroke] {
+  stroke: var(--jp-layout-color3);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[stroke] {
+  stroke: var(--jp-layout-color4);
+}
+
+/* inverse recolor the accent elements of an icon */
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[fill] {
+  fill: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[fill] {
+  fill: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[fill] {
+  fill: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[fill] {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[fill] {
+  fill: var(--jp-inverse-layout-color4);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color0);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color1);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color2);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color3);
+}
+
+.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[stroke] {
+  stroke: var(--jp-inverse-layout-color4);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-IFrame {
+  width: 100%;
+  height: 100%;
+}
+
+.jp-IFrame > iframe {
+  border: none;
+}
+
+/*
+When drag events occur, `lm-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-IFrame {
+  position: relative;
+}
+
+body.lm-mod-override-cursor .jp-IFrame::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-HoverBox {
+  position: fixed;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-FormGroup-content fieldset {
+  border: none;
+  padding: 0;
+  min-width: 0;
+  width: 100%;
+}
+
+/* stylelint-disable selector-max-type */
+
+.jp-FormGroup-content fieldset .jp-inputFieldWrapper input,
+.jp-FormGroup-content fieldset .jp-inputFieldWrapper select,
+.jp-FormGroup-content fieldset .jp-inputFieldWrapper textarea {
+  font-size: var(--jp-content-font-size2);
+  border-color: var(--jp-input-border-color);
+  border-style: solid;
+  border-radius: var(--jp-border-radius);
+  border-width: 1px;
+  padding: 6px 8px;
+  background: none;
+  color: var(--jp-ui-font-color0);
+  height: inherit;
+}
+
+.jp-FormGroup-content fieldset input[type='checkbox'] {
+  position: relative;
+  top: 2px;
+  margin-left: 0;
+}
+
+.jp-FormGroup-content button.jp-mod-styled {
+  cursor: pointer;
+}
+
+.jp-FormGroup-content .checkbox label {
+  cursor: pointer;
+  font-size: var(--jp-content-font-size1);
+}
+
+.jp-FormGroup-content .jp-root > fieldset > legend {
+  display: none;
+}
+
+.jp-FormGroup-content .jp-root > fieldset > p {
+  display: none;
+}
+
+/** copy of `input.jp-mod-styled:focus` style */
+.jp-FormGroup-content fieldset input:focus,
+.jp-FormGroup-content fieldset select:focus {
+  -moz-outline-radius: unset;
+  outline: var(--jp-border-width) solid var(--md-blue-500);
+  outline-offset: -1px;
+  box-shadow: inset 0 0 4px var(--md-blue-300);
+}
+
+.jp-FormGroup-content fieldset input:hover:not(:focus),
+.jp-FormGroup-content fieldset select:hover:not(:focus) {
+  background-color: var(--jp-border-color2);
+}
+
+/* stylelint-enable selector-max-type */
+
+.jp-FormGroup-content .checkbox .field-description {
+  /* Disable default description field for checkbox:
+   because other widgets do not have description fields,
+   we add descriptions to each widget on the field level.
+  */
+  display: none;
+}
+
+.jp-FormGroup-content #root__description {
+  display: none;
+}
+
+.jp-FormGroup-content .jp-modifiedIndicator {
+  width: 5px;
+  background-color: var(--jp-brand-color2);
+  margin-top: 0;
+  margin-left: calc(var(--jp-private-settingeditor-modifier-indent) * -1);
+  flex-shrink: 0;
+}
+
+.jp-FormGroup-content .jp-modifiedIndicator.jp-errorIndicator {
+  background-color: var(--jp-error-color0);
+  margin-right: 0.5em;
+}
+
+/* RJSF ARRAY style */
+
+.jp-arrayFieldWrapper legend {
+  font-size: var(--jp-content-font-size2);
+  color: var(--jp-ui-font-color0);
+  flex-basis: 100%;
+  padding: 4px 0;
+  font-weight: var(--jp-content-heading-font-weight);
+  border-bottom: 1px solid var(--jp-border-color2);
+}
+
+.jp-arrayFieldWrapper .field-description {
+  padding: 4px 0;
+  white-space: pre-wrap;
+}
+
+.jp-arrayFieldWrapper .array-item {
+  width: 100%;
+  border: 1px solid var(--jp-border-color2);
+  border-radius: 4px;
+  margin: 4px;
+}
+
+.jp-ArrayOperations {
+  display: flex;
+  margin-left: 8px;
+}
+
+.jp-ArrayOperationsButton {
+  margin: 2px;
+}
+
+.jp-ArrayOperationsButton .jp-icon3[fill] {
+  fill: var(--jp-ui-font-color0);
+}
+
+button.jp-ArrayOperationsButton.jp-mod-styled:disabled {
+  cursor: not-allowed;
+  opacity: 0.5;
+}
+
+/* RJSF form validation error */
+
+.jp-FormGroup-content .validationErrors {
+  color: var(--jp-error-color0);
+}
+
+/* Hide panel level error as duplicated the field level error */
+.jp-FormGroup-content .panel.errors {
+  display: none;
+}
+
+/* RJSF normal content (settings-editor) */
+
+.jp-FormGroup-contentNormal {
+  display: flex;
+  align-items: center;
+  flex-wrap: wrap;
+}
+
+.jp-FormGroup-contentNormal .jp-FormGroup-contentItem {
+  margin-left: 7px;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-FormGroup-contentNormal .jp-FormGroup-description {
+  flex-basis: 100%;
+  padding: 4px 7px;
+}
+
+.jp-FormGroup-contentNormal .jp-FormGroup-default {
+  flex-basis: 100%;
+  padding: 4px 7px;
+}
+
+.jp-FormGroup-contentNormal .jp-FormGroup-fieldLabel {
+  font-size: var(--jp-content-font-size1);
+  font-weight: normal;
+  min-width: 120px;
+}
+
+.jp-FormGroup-contentNormal fieldset:not(:first-child) {
+  margin-left: 7px;
+}
+
+.jp-FormGroup-contentNormal .field-array-of-string .array-item {
+  /* Display `jp-ArrayOperations` buttons side-by-side with content except
+    for small screens where flex-wrap will place them one below the other.
+  */
+  display: flex;
+  align-items: center;
+  flex-wrap: wrap;
+}
+
+.jp-FormGroup-contentNormal .jp-objectFieldWrapper .form-group {
+  padding: 2px 8px 2px var(--jp-private-settingeditor-modifier-indent);
+  margin-top: 2px;
+}
+
+/* RJSF compact content (metadata-form) */
+
+.jp-FormGroup-content.jp-FormGroup-contentCompact {
+  width: 100%;
+}
+
+.jp-FormGroup-contentCompact .form-group {
+  display: flex;
+  padding: 0.5em 0.2em 0.5em 0;
+}
+
+.jp-FormGroup-contentCompact
+  .jp-FormGroup-compactTitle
+  .jp-FormGroup-description {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color2);
+}
+
+.jp-FormGroup-contentCompact .jp-FormGroup-fieldLabel {
+  padding-bottom: 0.3em;
+}
+
+.jp-FormGroup-contentCompact .jp-inputFieldWrapper .form-control {
+  width: 100%;
+  box-sizing: border-box;
+}
+
+.jp-FormGroup-contentCompact .jp-arrayFieldWrapper .jp-FormGroup-compactTitle {
+  padding-bottom: 7px;
+}
+
+.jp-FormGroup-contentCompact
+  .jp-objectFieldWrapper
+  .jp-objectFieldWrapper
+  .form-group {
+  padding: 2px 8px 2px var(--jp-private-settingeditor-modifier-indent);
+  margin-top: 2px;
+}
+
+.jp-FormGroup-contentCompact ul.error-detail {
+  margin-block-start: 0.5em;
+  margin-block-end: 0.5em;
+  padding-inline-start: 1em;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+.jp-SidePanel {
+  display: flex;
+  flex-direction: column;
+  min-width: var(--jp-sidebar-min-width);
+  overflow-y: auto;
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+  font-size: var(--jp-ui-font-size1);
+}
+
+.jp-SidePanel-header {
+  flex: 0 0 auto;
+  display: flex;
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color2);
+  font-size: var(--jp-ui-font-size0);
+  font-weight: 600;
+  letter-spacing: 1px;
+  margin: 0;
+  padding: 2px;
+  text-transform: uppercase;
+}
+
+.jp-SidePanel-toolbar {
+  flex: 0 0 auto;
+}
+
+.jp-SidePanel-content {
+  flex: 1 1 auto;
+}
+
+.jp-SidePanel-toolbar,
+.jp-AccordionPanel-toolbar {
+  height: var(--jp-private-toolbar-height);
+}
+
+.jp-SidePanel-toolbar.jp-Toolbar-micro {
+  display: none;
+}
+
+.lm-AccordionPanel .jp-AccordionPanel-title {
+  box-sizing: border-box;
+  line-height: 25px;
+  margin: 0;
+  display: flex;
+  align-items: center;
+  background: var(--jp-layout-color1);
+  color: var(--jp-ui-font-color1);
+  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  font-size: var(--jp-ui-font-size0);
+}
+
+.jp-AccordionPanel-title {
+  cursor: pointer;
+  user-select: none;
+  -moz-user-select: none;
+  -webkit-user-select: none;
+  text-transform: uppercase;
+}
+
+.lm-AccordionPanel[data-orientation='horizontal'] > .jp-AccordionPanel-title {
+  /* Title is rotated for horizontal accordion panel using CSS */
+  display: block;
+  transform-origin: top left;
+  transform: rotate(-90deg) translate(-100%);
+}
+
+.jp-AccordionPanel-title .lm-AccordionPanel-titleLabel {
+  user-select: none;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+  overflow: hidden;
+}
+
+.jp-AccordionPanel-title .lm-AccordionPanel-titleCollapser {
+  transform: rotate(-90deg);
+  margin: auto 0;
+  height: 16px;
+}
+
+.jp-AccordionPanel-title.lm-mod-expanded .lm-AccordionPanel-titleCollapser {
+  transform: rotate(0deg);
+}
+
+.lm-AccordionPanel .jp-AccordionPanel-toolbar {
+  background: none;
+  box-shadow: none;
+  border: none;
+  margin-left: auto;
+}
+
+.lm-AccordionPanel .lm-SplitPanel-handle:hover {
+  background: var(--jp-layout-color3);
+}
+
+.jp-text-truncated {
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Spinner {
+  position: absolute;
+  display: flex;
+  justify-content: center;
+  align-items: center;
+  z-index: 10;
+  left: 0;
+  top: 0;
+  width: 100%;
+  height: 100%;
+  background: var(--jp-layout-color0);
+  outline: none;
+}
+
+.jp-SpinnerContent {
+  font-size: 10px;
+  margin: 50px auto;
+  text-indent: -9999em;
+  width: 3em;
+  height: 3em;
+  border-radius: 50%;
+  background: var(--jp-brand-color3);
+  background: linear-gradient(
+    to right,
+    #f37626 10%,
+    rgba(255, 255, 255, 0) 42%
+  );
+  position: relative;
+  animation: load3 1s infinite linear, fadeIn 1s;
+}
+
+.jp-SpinnerContent::before {
+  width: 50%;
+  height: 50%;
+  background: #f37626;
+  border-radius: 100% 0 0;
+  position: absolute;
+  top: 0;
+  left: 0;
+  content: '';
+}
+
+.jp-SpinnerContent::after {
+  background: var(--jp-layout-color0);
+  width: 75%;
+  height: 75%;
+  border-radius: 50%;
+  content: '';
+  margin: auto;
+  position: absolute;
+  top: 0;
+  left: 0;
+  bottom: 0;
+  right: 0;
+}
+
+@keyframes fadeIn {
+  0% {
+    opacity: 0;
+  }
+
+  100% {
+    opacity: 1;
+  }
+}
+
+@keyframes load3 {
+  0% {
+    transform: rotate(0deg);
+  }
+
+  100% {
+    transform: rotate(360deg);
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+button.jp-mod-styled {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  border: none;
+  box-sizing: border-box;
+  text-align: center;
+  line-height: 32px;
+  height: 32px;
+  padding: 0 12px;
+  letter-spacing: 0.8px;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+input.jp-mod-styled {
+  background: var(--jp-input-background);
+  height: 28px;
+  box-sizing: border-box;
+  border: var(--jp-border-width) solid var(--jp-border-color1);
+  padding-left: 7px;
+  padding-right: 7px;
+  font-size: var(--jp-ui-font-size2);
+  color: var(--jp-ui-font-color0);
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+input[type='checkbox'].jp-mod-styled {
+  appearance: checkbox;
+  -webkit-appearance: checkbox;
+  -moz-appearance: checkbox;
+  height: auto;
+}
+
+input.jp-mod-styled:focus {
+  border: var(--jp-border-width) solid var(--md-blue-500);
+  box-shadow: inset 0 0 4px var(--md-blue-300);
+}
+
+.jp-select-wrapper {
+  display: flex;
+  position: relative;
+  flex-direction: column;
+  padding: 1px;
+  background-color: var(--jp-layout-color1);
+  box-sizing: border-box;
+  margin-bottom: 12px;
+}
+
+.jp-select-wrapper:not(.multiple) {
+  height: 28px;
+}
+
+.jp-select-wrapper.jp-mod-focused select.jp-mod-styled {
+  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+  background-color: var(--jp-input-active-background);
+}
+
+select.jp-mod-styled:hover {
+  cursor: pointer;
+  color: var(--jp-ui-font-color0);
+  background-color: var(--jp-input-hover-background);
+  box-shadow: inset 0 0 1px rgba(0, 0, 0, 0.5);
+}
+
+select.jp-mod-styled {
+  flex: 1 1 auto;
+  width: 100%;
+  font-size: var(--jp-ui-font-size2);
+  background: var(--jp-input-background);
+  color: var(--jp-ui-font-color0);
+  padding: 0 25px 0 8px;
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  border-radius: 0;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+}
+
+select.jp-mod-styled:not([multiple]) {
+  height: 32px;
+}
+
+select.jp-mod-styled[multiple] {
+  max-height: 200px;
+  overflow-y: auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-switch {
+  display: flex;
+  align-items: center;
+  padding-left: 4px;
+  padding-right: 4px;
+  font-size: var(--jp-ui-font-size1);
+  background-color: transparent;
+  color: var(--jp-ui-font-color1);
+  border: none;
+  height: 20px;
+}
+
+.jp-switch:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-switch-label {
+  margin-right: 5px;
+  font-family: var(--jp-ui-font-family);
+}
+
+.jp-switch-track {
+  cursor: pointer;
+  background-color: var(--jp-switch-color, var(--jp-border-color1));
+  -webkit-transition: 0.4s;
+  transition: 0.4s;
+  border-radius: 34px;
+  height: 16px;
+  width: 35px;
+  position: relative;
+}
+
+.jp-switch-track::before {
+  content: '';
+  position: absolute;
+  height: 10px;
+  width: 10px;
+  margin: 3px;
+  left: 0;
+  background-color: var(--jp-ui-inverse-font-color1);
+  -webkit-transition: 0.4s;
+  transition: 0.4s;
+  border-radius: 50%;
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track {
+  background-color: var(--jp-switch-true-position-color, var(--jp-warn-color0));
+}
+
+.jp-switch[aria-checked='true'] .jp-switch-track::before {
+  /* track width (35) - margins (3 + 3) - thumb width (10) */
+  left: 19px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-toolbar-height: calc(
+    28px + var(--jp-border-width)
+  ); /* leave 28px for content */
+}
+
+.jp-Toolbar {
+  color: var(--jp-ui-font-color1);
+  flex: 0 0 auto;
+  display: flex;
+  flex-direction: row;
+  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  background: var(--jp-toolbar-background);
+  min-height: var(--jp-toolbar-micro-height);
+  padding: 2px;
+  z-index: 8;
+  overflow-x: hidden;
+}
+
+/* Toolbar items */
+
+.jp-Toolbar > .jp-Toolbar-item.jp-Toolbar-spacer {
+  flex-grow: 1;
+  flex-shrink: 1;
+}
+
+.jp-Toolbar-item.jp-Toolbar-kernelStatus {
+  display: inline-block;
+  width: 32px;
+  background-repeat: no-repeat;
+  background-position: center;
+  background-size: 16px;
+}
+
+.jp-Toolbar > .jp-Toolbar-item {
+  flex: 0 0 auto;
+  display: flex;
+  padding-left: 1px;
+  padding-right: 1px;
+  font-size: var(--jp-ui-font-size1);
+  line-height: var(--jp-private-toolbar-height);
+  height: 100%;
+}
+
+/* Toolbar buttons */
+
+/* This is the div we use to wrap the react component into a Widget */
+div.jp-ToolbarButton {
+  color: transparent;
+  border: none;
+  box-sizing: border-box;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  padding: 0;
+  margin: 0;
+}
+
+button.jp-ToolbarButtonComponent {
+  background: var(--jp-layout-color1);
+  border: none;
+  box-sizing: border-box;
+  outline: none;
+  appearance: none;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  padding: 0 6px;
+  margin: 0;
+  height: 24px;
+  border-radius: var(--jp-border-radius);
+  display: flex;
+  align-items: center;
+  text-align: center;
+  font-size: 14px;
+  min-width: unset;
+  min-height: unset;
+}
+
+button.jp-ToolbarButtonComponent:disabled {
+  opacity: 0.4;
+}
+
+button.jp-ToolbarButtonComponent > span {
+  padding: 0;
+  flex: 0 0 auto;
+}
+
+button.jp-ToolbarButtonComponent .jp-ToolbarButtonComponent-label {
+  font-size: var(--jp-ui-font-size1);
+  line-height: 100%;
+  padding-left: 2px;
+  color: var(--jp-ui-font-color1);
+  font-family: var(--jp-ui-font-family);
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+  .jp-MainAreaWidget
+  > .jp-Toolbar.jp-Toolbar-micro {
+  padding: 0;
+  min-height: 0;
+}
+
+#jp-main-dock-panel[data-mode='single-document']
+  .jp-MainAreaWidget
+  > .jp-Toolbar {
+  border: none;
+  box-shadow: none;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+.jp-WindowedPanel-outer {
+  position: relative;
+  overflow-y: auto;
+}
+
+.jp-WindowedPanel-inner {
+  position: relative;
+}
+
+.jp-WindowedPanel-window {
+  position: absolute;
+  left: 0;
+  right: 0;
+  overflow: visible;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/* Sibling imports */
+
+body {
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+}
+
+/* Disable native link decoration styles everywhere outside of dialog boxes */
+a {
+  text-decoration: unset;
+  color: unset;
+}
+
+a:hover {
+  text-decoration: unset;
+  color: unset;
+}
+
+/* Accessibility for links inside dialog box text */
+.jp-Dialog-content a {
+  text-decoration: revert;
+  color: var(--jp-content-link-color);
+}
+
+.jp-Dialog-content a:hover {
+  text-decoration: revert;
+}
+
+/* Styles for ui-components */
+.jp-Button {
+  color: var(--jp-ui-font-color2);
+  border-radius: var(--jp-border-radius);
+  padding: 0 12px;
+  font-size: var(--jp-ui-font-size1);
+
+  /* Copy from blueprint 3 */
+  display: inline-flex;
+  flex-direction: row;
+  border: none;
+  cursor: pointer;
+  align-items: center;
+  justify-content: center;
+  text-align: left;
+  vertical-align: middle;
+  min-height: 30px;
+  min-width: 30px;
+}
+
+.jp-Button:disabled {
+  cursor: not-allowed;
+}
+
+.jp-Button:empty {
+  padding: 0 !important;
+}
+
+.jp-Button.jp-mod-small {
+  min-height: 24px;
+  min-width: 24px;
+  font-size: 12px;
+  padding: 0 7px;
+}
+
+/* Use our own theme for hover styles */
+.jp-Button.jp-mod-minimal:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-Button.jp-mod-minimal {
+  background: none;
+}
+
+.jp-InputGroup {
+  display: block;
+  position: relative;
+}
+
+.jp-InputGroup input {
+  box-sizing: border-box;
+  border: none;
+  border-radius: 0;
+  background-color: transparent;
+  color: var(--jp-ui-font-color0);
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+  padding-bottom: 0;
+  padding-top: 0;
+  padding-left: 10px;
+  padding-right: 28px;
+  position: relative;
+  width: 100%;
+  -webkit-appearance: none;
+  -moz-appearance: none;
+  appearance: none;
+  font-size: 14px;
+  font-weight: 400;
+  height: 30px;
+  line-height: 30px;
+  outline: none;
+  vertical-align: middle;
+}
+
+.jp-InputGroup input:focus {
+  box-shadow: inset 0 0 0 var(--jp-border-width)
+      var(--jp-input-active-box-shadow-color),
+    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.jp-InputGroup input:disabled {
+  cursor: not-allowed;
+  resize: block;
+  background-color: var(--jp-layout-color2);
+  color: var(--jp-ui-font-color2);
+}
+
+.jp-InputGroup input:disabled ~ span {
+  cursor: not-allowed;
+  color: var(--jp-ui-font-color2);
+}
+
+.jp-InputGroup input::placeholder,
+input::placeholder {
+  color: var(--jp-ui-font-color2);
+}
+
+.jp-InputGroupAction {
+  position: absolute;
+  bottom: 1px;
+  right: 0;
+  padding: 6px;
+}
+
+.jp-HTMLSelect.jp-DefaultStyle select {
+  background-color: initial;
+  border: none;
+  border-radius: 0;
+  box-shadow: none;
+  color: var(--jp-ui-font-color0);
+  display: block;
+  font-size: var(--jp-ui-font-size1);
+  font-family: var(--jp-ui-font-family);
+  height: 24px;
+  line-height: 14px;
+  padding: 0 25px 0 10px;
+  text-align: left;
+  -moz-appearance: none;
+  -webkit-appearance: none;
+}
+
+.jp-HTMLSelect.jp-DefaultStyle select:disabled {
+  background-color: var(--jp-layout-color2);
+  color: var(--jp-ui-font-color2);
+  cursor: not-allowed;
+  resize: block;
+}
+
+.jp-HTMLSelect.jp-DefaultStyle select:disabled ~ span {
+  cursor: not-allowed;
+}
+
+/* Use our own theme for hover and option styles */
+/* stylelint-disable-next-line selector-max-type */
+.jp-HTMLSelect.jp-DefaultStyle select:hover,
+.jp-HTMLSelect.jp-DefaultStyle select > option {
+  background-color: var(--jp-layout-color2);
+  color: var(--jp-ui-font-color0);
+}
+
+select {
+  box-sizing: border-box;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Styles
+|----------------------------------------------------------------------------*/
+
+.jp-StatusBar-Widget {
+  display: flex;
+  align-items: center;
+  background: var(--jp-layout-color2);
+  min-height: var(--jp-statusbar-height);
+  justify-content: space-between;
+  padding: 0 10px;
+}
+
+.jp-StatusBar-Left {
+  display: flex;
+  align-items: center;
+  flex-direction: row;
+}
+
+.jp-StatusBar-Middle {
+  display: flex;
+  align-items: center;
+}
+
+.jp-StatusBar-Right {
+  display: flex;
+  align-items: center;
+  flex-direction: row-reverse;
+}
+
+.jp-StatusBar-Item {
+  max-height: var(--jp-statusbar-height);
+  margin: 0 2px;
+  height: var(--jp-statusbar-height);
+  white-space: nowrap;
+  text-overflow: ellipsis;
+  color: var(--jp-ui-font-color1);
+  padding: 0 6px;
+}
+
+.jp-mod-highlighted:hover {
+  background-color: var(--jp-layout-color3);
+}
+
+.jp-mod-clicked {
+  background-color: var(--jp-brand-color1);
+}
+
+.jp-mod-clicked:hover {
+  background-color: var(--jp-brand-color0);
+}
+
+.jp-mod-clicked .jp-StatusBar-TextItem {
+  color: var(--jp-ui-inverse-font-color1);
+}
+
+.jp-StatusBar-HoverItem {
+  box-shadow: '0px 4px 4px rgba(0, 0, 0, 0.25)';
+}
+
+.jp-StatusBar-TextItem {
+  font-size: var(--jp-ui-font-size1);
+  font-family: var(--jp-ui-font-family);
+  line-height: 24px;
+  color: var(--jp-ui-font-color1);
+}
+
+.jp-StatusBar-GroupItem {
+  display: flex;
+  align-items: center;
+  flex-direction: row;
+}
+
+.jp-Statusbar-ProgressCircle svg {
+  display: block;
+  margin: 0 auto;
+  width: 16px;
+  height: 24px;
+  align-self: normal;
+}
+
+.jp-Statusbar-ProgressCircle path {
+  fill: var(--jp-inverse-layout-color3);
+}
+
+.jp-Statusbar-ProgressBar-progress-bar {
+  height: 10px;
+  width: 100px;
+  border: solid 0.25px var(--jp-brand-color2);
+  border-radius: 3px;
+  overflow: hidden;
+  align-self: center;
+}
+
+.jp-Statusbar-ProgressBar-progress-bar > div {
+  background-color: var(--jp-brand-color2);
+  background-image: linear-gradient(
+    -45deg,
+    rgba(255, 255, 255, 0.2) 25%,
+    transparent 25%,
+    transparent 50%,
+    rgba(255, 255, 255, 0.2) 50%,
+    rgba(255, 255, 255, 0.2) 75%,
+    transparent 75%,
+    transparent
+  );
+  background-size: 40px 40px;
+  float: left;
+  width: 0%;
+  height: 100%;
+  font-size: 12px;
+  line-height: 14px;
+  color: #fff;
+  text-align: center;
+  animation: jp-Statusbar-ExecutionTime-progress-bar 2s linear infinite;
+}
+
+.jp-Statusbar-ProgressBar-progress-bar p {
+  color: var(--jp-ui-font-color1);
+  font-family: var(--jp-ui-font-family);
+  font-size: var(--jp-ui-font-size1);
+  line-height: 10px;
+  width: 100px;
+}
+
+@keyframes jp-Statusbar-ExecutionTime-progress-bar {
+  0% {
+    background-position: 0 0;
+  }
+
+  100% {
+    background-position: 40px 40px;
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-commandpalette-search-height: 28px;
+}
+
+/*-----------------------------------------------------------------------------
+| Overall styles
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette {
+  padding-bottom: 0;
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Modal variant
+|----------------------------------------------------------------------------*/
+
+.jp-ModalCommandPalette {
+  position: absolute;
+  z-index: 10000;
+  top: 38px;
+  left: 30%;
+  margin: 0;
+  padding: 4px;
+  width: 40%;
+  box-shadow: var(--jp-elevation-z4);
+  border-radius: 4px;
+  background: var(--jp-layout-color0);
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette {
+  max-height: 40vh;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-close-icon::after {
+  display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-header {
+  display: none;
+}
+
+.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-item {
+  margin-left: 4px;
+  margin-right: 4px;
+}
+
+.jp-ModalCommandPalette
+  .lm-CommandPalette
+  .lm-CommandPalette-item.lm-mod-disabled {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Search
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-search {
+  padding: 4px;
+  background-color: var(--jp-layout-color1);
+  z-index: 2;
+}
+
+.lm-CommandPalette-wrapper {
+  overflow: overlay;
+  padding: 0 9px;
+  background-color: var(--jp-input-active-background);
+  height: 30px;
+  box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color);
+}
+
+.lm-CommandPalette.lm-mod-focused .lm-CommandPalette-wrapper {
+  box-shadow: inset 0 0 0 1px var(--jp-input-active-box-shadow-color),
+    inset 0 0 0 3px var(--jp-input-active-box-shadow-color);
+}
+
+.jp-SearchIconGroup {
+  color: white;
+  background-color: var(--jp-brand-color1);
+  position: absolute;
+  top: 4px;
+  right: 4px;
+  padding: 5px 5px 1px;
+}
+
+.jp-SearchIconGroup svg {
+  height: 20px;
+  width: 20px;
+}
+
+.jp-SearchIconGroup .jp-icon3[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.lm-CommandPalette-input {
+  background: transparent;
+  width: calc(100% - 18px);
+  float: left;
+  border: none;
+  outline: none;
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  line-height: var(--jp-private-commandpalette-search-height);
+}
+
+.lm-CommandPalette-input::-webkit-input-placeholder,
+.lm-CommandPalette-input::-moz-placeholder,
+.lm-CommandPalette-input:-ms-input-placeholder {
+  color: var(--jp-ui-font-color2);
+  font-size: var(--jp-ui-font-size1);
+}
+
+/*-----------------------------------------------------------------------------
+| Results
+|----------------------------------------------------------------------------*/
+
+.lm-CommandPalette-header:first-child {
+  margin-top: 0;
+}
+
+.lm-CommandPalette-header {
+  border-bottom: solid var(--jp-border-width) var(--jp-border-color2);
+  color: var(--jp-ui-font-color1);
+  cursor: pointer;
+  display: flex;
+  font-size: var(--jp-ui-font-size0);
+  font-weight: 600;
+  letter-spacing: 1px;
+  margin-top: 8px;
+  padding: 8px 0 8px 12px;
+  text-transform: uppercase;
+}
+
+.lm-CommandPalette-header.lm-mod-active {
+  background: var(--jp-layout-color2);
+}
+
+.lm-CommandPalette-header > mark {
+  background-color: transparent;
+  font-weight: bold;
+  color: var(--jp-ui-font-color1);
+}
+
+.lm-CommandPalette-item {
+  padding: 4px 12px 4px 4px;
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+  font-weight: 400;
+  display: flex;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled {
+  color: var(--jp-ui-font-color2);
+}
+
+.lm-CommandPalette-item.lm-mod-active {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active .jp-icon-selectable[fill] {
+  fill: var(--jp-layout-color0);
+}
+
+.lm-CommandPalette-item.lm-mod-active:hover:not(.lm-mod-disabled) {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.lm-CommandPalette-item:hover:not(.lm-mod-active):not(.lm-mod-disabled) {
+  background: var(--jp-layout-color2);
+}
+
+.lm-CommandPalette-itemContent {
+  overflow: hidden;
+}
+
+.lm-CommandPalette-itemLabel > mark {
+  color: var(--jp-ui-font-color0);
+  background-color: transparent;
+  font-weight: bold;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled mark {
+  color: var(--jp-ui-font-color2);
+}
+
+.lm-CommandPalette-item .lm-CommandPalette-itemIcon {
+  margin: 0 4px 0 0;
+  position: relative;
+  width: 16px;
+  top: 2px;
+  flex: 0 0 auto;
+}
+
+.lm-CommandPalette-item.lm-mod-disabled .lm-CommandPalette-itemIcon {
+  opacity: 0.6;
+}
+
+.lm-CommandPalette-item .lm-CommandPalette-itemShortcut {
+  flex: 0 0 auto;
+}
+
+.lm-CommandPalette-itemCaption {
+  display: none;
+}
+
+.lm-CommandPalette-content {
+  background-color: var(--jp-layout-color1);
+}
+
+.lm-CommandPalette-content:empty::after {
+  content: 'No results';
+  margin: auto;
+  margin-top: 20px;
+  width: 100px;
+  display: block;
+  font-size: var(--jp-ui-font-size2);
+  font-family: var(--jp-ui-font-family);
+  font-weight: lighter;
+}
+
+.lm-CommandPalette-emptyMessage {
+  text-align: center;
+  margin-top: 24px;
+  line-height: 1.32;
+  padding: 0 8px;
+  color: var(--jp-content-font-color3);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Dialog {
+  position: absolute;
+  z-index: 10000;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  top: 0;
+  left: 0;
+  margin: 0;
+  padding: 0;
+  width: 100%;
+  height: 100%;
+  background: var(--jp-dialog-background);
+}
+
+.jp-Dialog-content {
+  display: flex;
+  flex-direction: column;
+  margin-left: auto;
+  margin-right: auto;
+  background: var(--jp-layout-color1);
+  padding: 24px 24px 12px;
+  min-width: 300px;
+  min-height: 150px;
+  max-width: 1000px;
+  max-height: 500px;
+  box-sizing: border-box;
+  box-shadow: var(--jp-elevation-z20);
+  word-wrap: break-word;
+  border-radius: var(--jp-border-radius);
+
+  /* This is needed so that all font sizing of children done in ems is
+   * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color1);
+  resize: both;
+}
+
+.jp-Dialog-content.jp-Dialog-content-small {
+  max-width: 500px;
+}
+
+.jp-Dialog-button {
+  overflow: visible;
+}
+
+button.jp-Dialog-button:focus {
+  outline: 1px solid var(--jp-brand-color1);
+  outline-offset: 4px;
+  -moz-outline-radius: 0;
+}
+
+button.jp-Dialog-button:focus::-moz-focus-inner {
+  border: 0;
+}
+
+button.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus,
+button.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus,
+button.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus {
+  outline-offset: 4px;
+  -moz-outline-radius: 0;
+}
+
+button.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus {
+  outline: 1px solid var(--jp-accept-color-normal, var(--jp-brand-color1));
+}
+
+button.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus {
+  outline: 1px solid var(--jp-warn-color-normal, var(--jp-error-color1));
+}
+
+button.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus {
+  outline: 1px solid var(--jp-reject-color-normal, var(--md-grey-600));
+}
+
+button.jp-Dialog-close-button {
+  padding: 0;
+  height: 100%;
+  min-width: unset;
+  min-height: unset;
+}
+
+.jp-Dialog-header {
+  display: flex;
+  justify-content: space-between;
+  flex: 0 0 auto;
+  padding-bottom: 12px;
+  font-size: var(--jp-ui-font-size3);
+  font-weight: 400;
+  color: var(--jp-ui-font-color1);
+}
+
+.jp-Dialog-body {
+  display: flex;
+  flex-direction: column;
+  flex: 1 1 auto;
+  font-size: var(--jp-ui-font-size1);
+  background: var(--jp-layout-color1);
+  color: var(--jp-ui-font-color1);
+  overflow: auto;
+}
+
+.jp-Dialog-footer {
+  display: flex;
+  flex-direction: row;
+  justify-content: flex-end;
+  align-items: center;
+  flex: 0 0 auto;
+  margin-left: -12px;
+  margin-right: -12px;
+  padding: 12px;
+}
+
+.jp-Dialog-checkbox {
+  padding-right: 5px;
+}
+
+.jp-Dialog-checkbox > input:focus-visible {
+  outline: 1px solid var(--jp-input-active-border-color);
+  outline-offset: 1px;
+}
+
+.jp-Dialog-spacer {
+  flex: 1 1 auto;
+}
+
+.jp-Dialog-title {
+  overflow: hidden;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+}
+
+.jp-Dialog-body > .jp-select-wrapper {
+  width: 100%;
+}
+
+.jp-Dialog-body > button {
+  padding: 0 16px;
+}
+
+.jp-Dialog-body > label {
+  line-height: 1.4;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-Dialog-button.jp-mod-styled:not(:last-child) {
+  margin-right: 12px;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+.jp-Input-Boolean-Dialog {
+  flex-direction: row-reverse;
+  align-items: end;
+  width: 100%;
+}
+
+.jp-Input-Boolean-Dialog > label {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MainAreaWidget > :focus {
+  outline: none;
+}
+
+.jp-MainAreaWidget .jp-MainAreaWidget-error {
+  padding: 6px;
+}
+
+.jp-MainAreaWidget .jp-MainAreaWidget-error > pre {
+  width: auto;
+  padding: 10px;
+  background: var(--jp-error-color3);
+  border: var(--jp-border-width) solid var(--jp-error-color1);
+  border-radius: var(--jp-border-radius);
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+  white-space: pre-wrap;
+  word-wrap: break-word;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+/**
+ * google-material-color v1.2.6
+ * https://github.com/danlevan/google-material-color
+ */
+:root {
+  --md-red-50: #ffebee;
+  --md-red-100: #ffcdd2;
+  --md-red-200: #ef9a9a;
+  --md-red-300: #e57373;
+  --md-red-400: #ef5350;
+  --md-red-500: #f44336;
+  --md-red-600: #e53935;
+  --md-red-700: #d32f2f;
+  --md-red-800: #c62828;
+  --md-red-900: #b71c1c;
+  --md-red-A100: #ff8a80;
+  --md-red-A200: #ff5252;
+  --md-red-A400: #ff1744;
+  --md-red-A700: #d50000;
+  --md-pink-50: #fce4ec;
+  --md-pink-100: #f8bbd0;
+  --md-pink-200: #f48fb1;
+  --md-pink-300: #f06292;
+  --md-pink-400: #ec407a;
+  --md-pink-500: #e91e63;
+  --md-pink-600: #d81b60;
+  --md-pink-700: #c2185b;
+  --md-pink-800: #ad1457;
+  --md-pink-900: #880e4f;
+  --md-pink-A100: #ff80ab;
+  --md-pink-A200: #ff4081;
+  --md-pink-A400: #f50057;
+  --md-pink-A700: #c51162;
+  --md-purple-50: #f3e5f5;
+  --md-purple-100: #e1bee7;
+  --md-purple-200: #ce93d8;
+  --md-purple-300: #ba68c8;
+  --md-purple-400: #ab47bc;
+  --md-purple-500: #9c27b0;
+  --md-purple-600: #8e24aa;
+  --md-purple-700: #7b1fa2;
+  --md-purple-800: #6a1b9a;
+  --md-purple-900: #4a148c;
+  --md-purple-A100: #ea80fc;
+  --md-purple-A200: #e040fb;
+  --md-purple-A400: #d500f9;
+  --md-purple-A700: #a0f;
+  --md-deep-purple-50: #ede7f6;
+  --md-deep-purple-100: #d1c4e9;
+  --md-deep-purple-200: #b39ddb;
+  --md-deep-purple-300: #9575cd;
+  --md-deep-purple-400: #7e57c2;
+  --md-deep-purple-500: #673ab7;
+  --md-deep-purple-600: #5e35b1;
+  --md-deep-purple-700: #512da8;
+  --md-deep-purple-800: #4527a0;
+  --md-deep-purple-900: #311b92;
+  --md-deep-purple-A100: #b388ff;
+  --md-deep-purple-A200: #7c4dff;
+  --md-deep-purple-A400: #651fff;
+  --md-deep-purple-A700: #6200ea;
+  --md-indigo-50: #e8eaf6;
+  --md-indigo-100: #c5cae9;
+  --md-indigo-200: #9fa8da;
+  --md-indigo-300: #7986cb;
+  --md-indigo-400: #5c6bc0;
+  --md-indigo-500: #3f51b5;
+  --md-indigo-600: #3949ab;
+  --md-indigo-700: #303f9f;
+  --md-indigo-800: #283593;
+  --md-indigo-900: #1a237e;
+  --md-indigo-A100: #8c9eff;
+  --md-indigo-A200: #536dfe;
+  --md-indigo-A400: #3d5afe;
+  --md-indigo-A700: #304ffe;
+  --md-blue-50: #e3f2fd;
+  --md-blue-100: #bbdefb;
+  --md-blue-200: #90caf9;
+  --md-blue-300: #64b5f6;
+  --md-blue-400: #42a5f5;
+  --md-blue-500: #2196f3;
+  --md-blue-600: #1e88e5;
+  --md-blue-700: #1976d2;
+  --md-blue-800: #1565c0;
+  --md-blue-900: #0d47a1;
+  --md-blue-A100: #82b1ff;
+  --md-blue-A200: #448aff;
+  --md-blue-A400: #2979ff;
+  --md-blue-A700: #2962ff;
+  --md-light-blue-50: #e1f5fe;
+  --md-light-blue-100: #b3e5fc;
+  --md-light-blue-200: #81d4fa;
+  --md-light-blue-300: #4fc3f7;
+  --md-light-blue-400: #29b6f6;
+  --md-light-blue-500: #03a9f4;
+  --md-light-blue-600: #039be5;
+  --md-light-blue-700: #0288d1;
+  --md-light-blue-800: #0277bd;
+  --md-light-blue-900: #01579b;
+  --md-light-blue-A100: #80d8ff;
+  --md-light-blue-A200: #40c4ff;
+  --md-light-blue-A400: #00b0ff;
+  --md-light-blue-A700: #0091ea;
+  --md-cyan-50: #e0f7fa;
+  --md-cyan-100: #b2ebf2;
+  --md-cyan-200: #80deea;
+  --md-cyan-300: #4dd0e1;
+  --md-cyan-400: #26c6da;
+  --md-cyan-500: #00bcd4;
+  --md-cyan-600: #00acc1;
+  --md-cyan-700: #0097a7;
+  --md-cyan-800: #00838f;
+  --md-cyan-900: #006064;
+  --md-cyan-A100: #84ffff;
+  --md-cyan-A200: #18ffff;
+  --md-cyan-A400: #00e5ff;
+  --md-cyan-A700: #00b8d4;
+  --md-teal-50: #e0f2f1;
+  --md-teal-100: #b2dfdb;
+  --md-teal-200: #80cbc4;
+  --md-teal-300: #4db6ac;
+  --md-teal-400: #26a69a;
+  --md-teal-500: #009688;
+  --md-teal-600: #00897b;
+  --md-teal-700: #00796b;
+  --md-teal-800: #00695c;
+  --md-teal-900: #004d40;
+  --md-teal-A100: #a7ffeb;
+  --md-teal-A200: #64ffda;
+  --md-teal-A400: #1de9b6;
+  --md-teal-A700: #00bfa5;
+  --md-green-50: #e8f5e9;
+  --md-green-100: #c8e6c9;
+  --md-green-200: #a5d6a7;
+  --md-green-300: #81c784;
+  --md-green-400: #66bb6a;
+  --md-green-500: #4caf50;
+  --md-green-600: #43a047;
+  --md-green-700: #388e3c;
+  --md-green-800: #2e7d32;
+  --md-green-900: #1b5e20;
+  --md-green-A100: #b9f6ca;
+  --md-green-A200: #69f0ae;
+  --md-green-A400: #00e676;
+  --md-green-A700: #00c853;
+  --md-light-green-50: #f1f8e9;
+  --md-light-green-100: #dcedc8;
+  --md-light-green-200: #c5e1a5;
+  --md-light-green-300: #aed581;
+  --md-light-green-400: #9ccc65;
+  --md-light-green-500: #8bc34a;
+  --md-light-green-600: #7cb342;
+  --md-light-green-700: #689f38;
+  --md-light-green-800: #558b2f;
+  --md-light-green-900: #33691e;
+  --md-light-green-A100: #ccff90;
+  --md-light-green-A200: #b2ff59;
+  --md-light-green-A400: #76ff03;
+  --md-light-green-A700: #64dd17;
+  --md-lime-50: #f9fbe7;
+  --md-lime-100: #f0f4c3;
+  --md-lime-200: #e6ee9c;
+  --md-lime-300: #dce775;
+  --md-lime-400: #d4e157;
+  --md-lime-500: #cddc39;
+  --md-lime-600: #c0ca33;
+  --md-lime-700: #afb42b;
+  --md-lime-800: #9e9d24;
+  --md-lime-900: #827717;
+  --md-lime-A100: #f4ff81;
+  --md-lime-A200: #eeff41;
+  --md-lime-A400: #c6ff00;
+  --md-lime-A700: #aeea00;
+  --md-yellow-50: #fffde7;
+  --md-yellow-100: #fff9c4;
+  --md-yellow-200: #fff59d;
+  --md-yellow-300: #fff176;
+  --md-yellow-400: #ffee58;
+  --md-yellow-500: #ffeb3b;
+  --md-yellow-600: #fdd835;
+  --md-yellow-700: #fbc02d;
+  --md-yellow-800: #f9a825;
+  --md-yellow-900: #f57f17;
+  --md-yellow-A100: #ffff8d;
+  --md-yellow-A200: #ff0;
+  --md-yellow-A400: #ffea00;
+  --md-yellow-A700: #ffd600;
+  --md-amber-50: #fff8e1;
+  --md-amber-100: #ffecb3;
+  --md-amber-200: #ffe082;
+  --md-amber-300: #ffd54f;
+  --md-amber-400: #ffca28;
+  --md-amber-500: #ffc107;
+  --md-amber-600: #ffb300;
+  --md-amber-700: #ffa000;
+  --md-amber-800: #ff8f00;
+  --md-amber-900: #ff6f00;
+  --md-amber-A100: #ffe57f;
+  --md-amber-A200: #ffd740;
+  --md-amber-A400: #ffc400;
+  --md-amber-A700: #ffab00;
+  --md-orange-50: #fff3e0;
+  --md-orange-100: #ffe0b2;
+  --md-orange-200: #ffcc80;
+  --md-orange-300: #ffb74d;
+  --md-orange-400: #ffa726;
+  --md-orange-500: #ff9800;
+  --md-orange-600: #fb8c00;
+  --md-orange-700: #f57c00;
+  --md-orange-800: #ef6c00;
+  --md-orange-900: #e65100;
+  --md-orange-A100: #ffd180;
+  --md-orange-A200: #ffab40;
+  --md-orange-A400: #ff9100;
+  --md-orange-A700: #ff6d00;
+  --md-deep-orange-50: #fbe9e7;
+  --md-deep-orange-100: #ffccbc;
+  --md-deep-orange-200: #ffab91;
+  --md-deep-orange-300: #ff8a65;
+  --md-deep-orange-400: #ff7043;
+  --md-deep-orange-500: #ff5722;
+  --md-deep-orange-600: #f4511e;
+  --md-deep-orange-700: #e64a19;
+  --md-deep-orange-800: #d84315;
+  --md-deep-orange-900: #bf360c;
+  --md-deep-orange-A100: #ff9e80;
+  --md-deep-orange-A200: #ff6e40;
+  --md-deep-orange-A400: #ff3d00;
+  --md-deep-orange-A700: #dd2c00;
+  --md-brown-50: #efebe9;
+  --md-brown-100: #d7ccc8;
+  --md-brown-200: #bcaaa4;
+  --md-brown-300: #a1887f;
+  --md-brown-400: #8d6e63;
+  --md-brown-500: #795548;
+  --md-brown-600: #6d4c41;
+  --md-brown-700: #5d4037;
+  --md-brown-800: #4e342e;
+  --md-brown-900: #3e2723;
+  --md-grey-50: #fafafa;
+  --md-grey-100: #f5f5f5;
+  --md-grey-200: #eee;
+  --md-grey-300: #e0e0e0;
+  --md-grey-400: #bdbdbd;
+  --md-grey-500: #9e9e9e;
+  --md-grey-600: #757575;
+  --md-grey-700: #616161;
+  --md-grey-800: #424242;
+  --md-grey-900: #212121;
+  --md-blue-grey-50: #eceff1;
+  --md-blue-grey-100: #cfd8dc;
+  --md-blue-grey-200: #b0bec5;
+  --md-blue-grey-300: #90a4ae;
+  --md-blue-grey-400: #78909c;
+  --md-blue-grey-500: #607d8b;
+  --md-blue-grey-600: #546e7a;
+  --md-blue-grey-700: #455a64;
+  --md-blue-grey-800: #37474f;
+  --md-blue-grey-900: #263238;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2017, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| RenderedText
+|----------------------------------------------------------------------------*/
+
+:root {
+  /* This is the padding value to fill the gaps between lines containing spans with background color. */
+  --jp-private-code-span-padding: calc(
+    (var(--jp-code-line-height) - 1) * var(--jp-code-font-size) / 2
+  );
+}
+
+.jp-RenderedText {
+  text-align: left;
+  padding-left: var(--jp-code-padding);
+  line-height: var(--jp-code-line-height);
+  font-family: var(--jp-code-font-family);
+}
+
+.jp-RenderedText pre,
+.jp-RenderedJavaScript pre,
+.jp-RenderedHTMLCommon pre {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-code-font-size);
+  border: none;
+  margin: 0;
+  padding: 0;
+}
+
+.jp-RenderedText pre a:link {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedText pre a:hover {
+  text-decoration: underline;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedText pre a:visited {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+/* console foregrounds and backgrounds */
+.jp-RenderedText pre .ansi-black-fg {
+  color: #3e424d;
+}
+
+.jp-RenderedText pre .ansi-red-fg {
+  color: #e75c58;
+}
+
+.jp-RenderedText pre .ansi-green-fg {
+  color: #00a250;
+}
+
+.jp-RenderedText pre .ansi-yellow-fg {
+  color: #ddb62b;
+}
+
+.jp-RenderedText pre .ansi-blue-fg {
+  color: #208ffb;
+}
+
+.jp-RenderedText pre .ansi-magenta-fg {
+  color: #d160c4;
+}
+
+.jp-RenderedText pre .ansi-cyan-fg {
+  color: #60c6c8;
+}
+
+.jp-RenderedText pre .ansi-white-fg {
+  color: #c5c1b4;
+}
+
+.jp-RenderedText pre .ansi-black-bg {
+  background-color: #3e424d;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-red-bg {
+  background-color: #e75c58;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-green-bg {
+  background-color: #00a250;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-yellow-bg {
+  background-color: #ddb62b;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-blue-bg {
+  background-color: #208ffb;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-magenta-bg {
+  background-color: #d160c4;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-cyan-bg {
+  background-color: #60c6c8;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-white-bg {
+  background-color: #c5c1b4;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-black-intense-fg {
+  color: #282c36;
+}
+
+.jp-RenderedText pre .ansi-red-intense-fg {
+  color: #b22b31;
+}
+
+.jp-RenderedText pre .ansi-green-intense-fg {
+  color: #007427;
+}
+
+.jp-RenderedText pre .ansi-yellow-intense-fg {
+  color: #b27d12;
+}
+
+.jp-RenderedText pre .ansi-blue-intense-fg {
+  color: #0065ca;
+}
+
+.jp-RenderedText pre .ansi-magenta-intense-fg {
+  color: #a03196;
+}
+
+.jp-RenderedText pre .ansi-cyan-intense-fg {
+  color: #258f8f;
+}
+
+.jp-RenderedText pre .ansi-white-intense-fg {
+  color: #a1a6b2;
+}
+
+.jp-RenderedText pre .ansi-black-intense-bg {
+  background-color: #282c36;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-red-intense-bg {
+  background-color: #b22b31;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-green-intense-bg {
+  background-color: #007427;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-yellow-intense-bg {
+  background-color: #b27d12;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-blue-intense-bg {
+  background-color: #0065ca;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-magenta-intense-bg {
+  background-color: #a03196;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-cyan-intense-bg {
+  background-color: #258f8f;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-white-intense-bg {
+  background-color: #a1a6b2;
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-default-inverse-fg {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+.jp-RenderedText pre .ansi-default-inverse-bg {
+  background-color: var(--jp-inverse-layout-color0);
+  padding: var(--jp-private-code-span-padding) 0;
+}
+
+.jp-RenderedText pre .ansi-bold {
+  font-weight: bold;
+}
+
+.jp-RenderedText pre .ansi-underline {
+  text-decoration: underline;
+}
+
+.jp-RenderedText[data-mime-type='application/vnd.jupyter.stderr'] {
+  background: var(--jp-rendermime-error-background);
+  padding-top: var(--jp-code-padding);
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedLatex
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedLatex {
+  color: var(--jp-content-font-color1);
+  font-size: var(--jp-content-font-size1);
+  line-height: var(--jp-content-line-height);
+}
+
+/* Left-justify outputs.*/
+.jp-OutputArea-output.jp-RenderedLatex {
+  padding: var(--jp-code-padding);
+  text-align: left;
+}
+
+/*-----------------------------------------------------------------------------
+| RenderedHTML
+|----------------------------------------------------------------------------*/
+
+.jp-RenderedHTMLCommon {
+  color: var(--jp-content-font-color1);
+  font-family: var(--jp-content-font-family);
+  font-size: var(--jp-content-font-size1);
+  line-height: var(--jp-content-line-height);
+
+  /* Give a bit more R padding on Markdown text to keep line lengths reasonable */
+  padding-right: 20px;
+}
+
+.jp-RenderedHTMLCommon em {
+  font-style: italic;
+}
+
+.jp-RenderedHTMLCommon strong {
+  font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon u {
+  text-decoration: underline;
+}
+
+.jp-RenderedHTMLCommon a:link {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:hover {
+  text-decoration: underline;
+  color: var(--jp-content-link-color);
+}
+
+.jp-RenderedHTMLCommon a:visited {
+  text-decoration: none;
+  color: var(--jp-content-link-color);
+}
+
+/* Headings */
+
+.jp-RenderedHTMLCommon h1,
+.jp-RenderedHTMLCommon h2,
+.jp-RenderedHTMLCommon h3,
+.jp-RenderedHTMLCommon h4,
+.jp-RenderedHTMLCommon h5,
+.jp-RenderedHTMLCommon h6 {
+  line-height: var(--jp-content-heading-line-height);
+  font-weight: var(--jp-content-heading-font-weight);
+  font-style: normal;
+  margin: var(--jp-content-heading-margin-top) 0
+    var(--jp-content-heading-margin-bottom) 0;
+}
+
+.jp-RenderedHTMLCommon h1:first-child,
+.jp-RenderedHTMLCommon h2:first-child,
+.jp-RenderedHTMLCommon h3:first-child,
+.jp-RenderedHTMLCommon h4:first-child,
+.jp-RenderedHTMLCommon h5:first-child,
+.jp-RenderedHTMLCommon h6:first-child {
+  margin-top: calc(0.5 * var(--jp-content-heading-margin-top));
+}
+
+.jp-RenderedHTMLCommon h1:last-child,
+.jp-RenderedHTMLCommon h2:last-child,
+.jp-RenderedHTMLCommon h3:last-child,
+.jp-RenderedHTMLCommon h4:last-child,
+.jp-RenderedHTMLCommon h5:last-child,
+.jp-RenderedHTMLCommon h6:last-child {
+  margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom));
+}
+
+.jp-RenderedHTMLCommon h1 {
+  font-size: var(--jp-content-font-size5);
+}
+
+.jp-RenderedHTMLCommon h2 {
+  font-size: var(--jp-content-font-size4);
+}
+
+.jp-RenderedHTMLCommon h3 {
+  font-size: var(--jp-content-font-size3);
+}
+
+.jp-RenderedHTMLCommon h4 {
+  font-size: var(--jp-content-font-size2);
+}
+
+.jp-RenderedHTMLCommon h5 {
+  font-size: var(--jp-content-font-size1);
+}
+
+.jp-RenderedHTMLCommon h6 {
+  font-size: var(--jp-content-font-size0);
+}
+
+/* Lists */
+
+/* stylelint-disable selector-max-type, selector-max-compound-selectors */
+
+.jp-RenderedHTMLCommon ul:not(.list-inline),
+.jp-RenderedHTMLCommon ol:not(.list-inline) {
+  padding-left: 2em;
+}
+
+.jp-RenderedHTMLCommon ul {
+  list-style: disc;
+}
+
+.jp-RenderedHTMLCommon ul ul {
+  list-style: square;
+}
+
+.jp-RenderedHTMLCommon ul ul ul {
+  list-style: circle;
+}
+
+.jp-RenderedHTMLCommon ol {
+  list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol ol {
+  list-style: upper-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol {
+  list-style: lower-alpha;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol {
+  list-style: lower-roman;
+}
+
+.jp-RenderedHTMLCommon ol ol ol ol ol {
+  list-style: decimal;
+}
+
+.jp-RenderedHTMLCommon ol,
+.jp-RenderedHTMLCommon ul {
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon ul ul,
+.jp-RenderedHTMLCommon ul ol,
+.jp-RenderedHTMLCommon ol ul,
+.jp-RenderedHTMLCommon ol ol {
+  margin-bottom: 0;
+}
+
+/* stylelint-enable selector-max-type, selector-max-compound-selectors */
+
+.jp-RenderedHTMLCommon hr {
+  color: var(--jp-border-color2);
+  background-color: var(--jp-border-color1);
+  margin-top: 1em;
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon > pre {
+  margin: 1.5em 2em;
+}
+
+.jp-RenderedHTMLCommon pre,
+.jp-RenderedHTMLCommon code {
+  border: 0;
+  background-color: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+  font-family: var(--jp-code-font-family);
+  font-size: inherit;
+  line-height: var(--jp-code-line-height);
+  padding: 0;
+  white-space: pre-wrap;
+}
+
+.jp-RenderedHTMLCommon :not(pre) > code {
+  background-color: var(--jp-layout-color2);
+  padding: 1px 5px;
+}
+
+/* Tables */
+
+.jp-RenderedHTMLCommon table {
+  border-collapse: collapse;
+  border-spacing: 0;
+  border: none;
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+  table-layout: fixed;
+  margin-left: auto;
+  margin-bottom: 1em;
+  margin-right: auto;
+}
+
+.jp-RenderedHTMLCommon thead {
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+  vertical-align: bottom;
+}
+
+.jp-RenderedHTMLCommon td,
+.jp-RenderedHTMLCommon th,
+.jp-RenderedHTMLCommon tr {
+  vertical-align: middle;
+  padding: 0.5em;
+  line-height: normal;
+  white-space: normal;
+  max-width: none;
+  border: none;
+}
+
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon td,
+.jp-RenderedMarkdown.jp-RenderedHTMLCommon th {
+  max-width: none;
+}
+
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th,
+:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr {
+  text-align: right;
+}
+
+.jp-RenderedHTMLCommon th {
+  font-weight: bold;
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(odd) {
+  background: var(--jp-layout-color0);
+}
+
+.jp-RenderedHTMLCommon tbody tr:nth-child(even) {
+  background: var(--jp-rendermime-table-row-background);
+}
+
+.jp-RenderedHTMLCommon tbody tr:hover {
+  background: var(--jp-rendermime-table-row-hover-background);
+}
+
+.jp-RenderedHTMLCommon p {
+  text-align: left;
+  margin: 0;
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon img {
+  -moz-force-broken-image-icon: 1;
+}
+
+/* Restrict to direct children as other images could be nested in other content. */
+.jp-RenderedHTMLCommon > img {
+  display: block;
+  margin-left: 0;
+  margin-right: 0;
+  margin-bottom: 1em;
+}
+
+/* Change color behind transparent images if they need it... */
+[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-light-background {
+  background-color: var(--jp-inverse-layout-color1);
+}
+
+[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-dark-background {
+  background-color: var(--jp-inverse-layout-color1);
+}
+
+.jp-RenderedHTMLCommon img,
+.jp-RenderedImage img,
+.jp-RenderedHTMLCommon svg,
+.jp-RenderedSVG svg {
+  max-width: 100%;
+  height: auto;
+}
+
+.jp-RenderedHTMLCommon img.jp-mod-unconfined,
+.jp-RenderedImage img.jp-mod-unconfined,
+.jp-RenderedHTMLCommon svg.jp-mod-unconfined,
+.jp-RenderedSVG svg.jp-mod-unconfined {
+  max-width: none;
+}
+
+.jp-RenderedHTMLCommon .alert {
+  padding: var(--jp-notebook-padding);
+  border: var(--jp-border-width) solid transparent;
+  border-radius: var(--jp-border-radius);
+  margin-bottom: 1em;
+}
+
+.jp-RenderedHTMLCommon .alert-info {
+  color: var(--jp-info-color0);
+  background-color: var(--jp-info-color3);
+  border-color: var(--jp-info-color2);
+}
+
+.jp-RenderedHTMLCommon .alert-info hr {
+  border-color: var(--jp-info-color3);
+}
+
+.jp-RenderedHTMLCommon .alert-info > p:last-child,
+.jp-RenderedHTMLCommon .alert-info > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-warning {
+  color: var(--jp-warn-color0);
+  background-color: var(--jp-warn-color3);
+  border-color: var(--jp-warn-color2);
+}
+
+.jp-RenderedHTMLCommon .alert-warning hr {
+  border-color: var(--jp-warn-color3);
+}
+
+.jp-RenderedHTMLCommon .alert-warning > p:last-child,
+.jp-RenderedHTMLCommon .alert-warning > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-success {
+  color: var(--jp-success-color0);
+  background-color: var(--jp-success-color3);
+  border-color: var(--jp-success-color2);
+}
+
+.jp-RenderedHTMLCommon .alert-success hr {
+  border-color: var(--jp-success-color3);
+}
+
+.jp-RenderedHTMLCommon .alert-success > p:last-child,
+.jp-RenderedHTMLCommon .alert-success > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon .alert-danger {
+  color: var(--jp-error-color0);
+  background-color: var(--jp-error-color3);
+  border-color: var(--jp-error-color2);
+}
+
+.jp-RenderedHTMLCommon .alert-danger hr {
+  border-color: var(--jp-error-color3);
+}
+
+.jp-RenderedHTMLCommon .alert-danger > p:last-child,
+.jp-RenderedHTMLCommon .alert-danger > ul:last-child {
+  margin-bottom: 0;
+}
+
+.jp-RenderedHTMLCommon blockquote {
+  margin: 1em 2em;
+  padding: 0 1em;
+  border-left: 5px solid var(--jp-border-color2);
+}
+
+a.jp-InternalAnchorLink {
+  visibility: hidden;
+  margin-left: 8px;
+  color: var(--md-blue-800);
+}
+
+h1:hover .jp-InternalAnchorLink,
+h2:hover .jp-InternalAnchorLink,
+h3:hover .jp-InternalAnchorLink,
+h4:hover .jp-InternalAnchorLink,
+h5:hover .jp-InternalAnchorLink,
+h6:hover .jp-InternalAnchorLink {
+  visibility: visible;
+}
+
+.jp-RenderedHTMLCommon kbd {
+  background-color: var(--jp-rendermime-table-row-background);
+  border: 1px solid var(--jp-border-color0);
+  border-bottom-color: var(--jp-border-color2);
+  border-radius: 3px;
+  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
+  display: inline-block;
+  font-size: var(--jp-ui-font-size0);
+  line-height: 1em;
+  padding: 0.2em 0.5em;
+}
+
+/* Most direct children of .jp-RenderedHTMLCommon have a margin-bottom of 1.0.
+ * At the bottom of cells this is a bit too much as there is also spacing
+ * between cells. Going all the way to 0 gets too tight between markdown and
+ * code cells.
+ */
+.jp-RenderedHTMLCommon > *:last-child {
+  margin-bottom: 0.5em;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Copyright (c) 2014-2017, PhosphorJS Contributors
+|
+| Distributed under the terms of the BSD 3-Clause License.
+|
+| The full license is in the file LICENSE, distributed with this software.
+|----------------------------------------------------------------------------*/
+
+.lm-cursor-backdrop {
+  position: fixed;
+  width: 200px;
+  height: 200px;
+  margin-top: -100px;
+  margin-left: -100px;
+  will-change: transform;
+  z-index: 100;
+}
+
+.lm-mod-drag-image {
+  will-change: transform;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+.jp-lineFormSearch {
+  padding: 4px 12px;
+  background-color: var(--jp-layout-color2);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  z-index: 2;
+  font-size: var(--jp-ui-font-size1);
+}
+
+.jp-lineFormCaption {
+  font-size: var(--jp-ui-font-size0);
+  line-height: var(--jp-ui-font-size1);
+  margin-top: 4px;
+  color: var(--jp-ui-font-color0);
+}
+
+.jp-baseLineForm {
+  border: none;
+  border-radius: 0;
+  position: absolute;
+  background-size: 16px;
+  background-repeat: no-repeat;
+  background-position: center;
+  outline: none;
+}
+
+.jp-lineFormButtonContainer {
+  top: 4px;
+  right: 8px;
+  height: 24px;
+  padding: 0 12px;
+  width: 12px;
+}
+
+.jp-lineFormButtonIcon {
+  top: 0;
+  right: 0;
+  background-color: var(--jp-brand-color1);
+  height: 100%;
+  width: 100%;
+  box-sizing: border-box;
+  padding: 4px 6px;
+}
+
+.jp-lineFormButton {
+  top: 0;
+  right: 0;
+  background-color: transparent;
+  height: 100%;
+  width: 100%;
+  box-sizing: border-box;
+}
+
+.jp-lineFormWrapper {
+  overflow: hidden;
+  padding: 0 8px;
+  border: 1px solid var(--jp-border-color0);
+  background-color: var(--jp-input-active-background);
+  height: 22px;
+}
+
+.jp-lineFormWrapperFocusWithin {
+  border: var(--jp-border-width) solid var(--md-blue-500);
+  box-shadow: inset 0 0 4px var(--md-blue-300);
+}
+
+.jp-lineFormInput {
+  background: transparent;
+  width: 200px;
+  height: 100%;
+  border: none;
+  outline: none;
+  color: var(--jp-ui-font-color0);
+  line-height: 28px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) 2014-2016, Jupyter Development Team.
+|
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-JSONEditor {
+  display: flex;
+  flex-direction: column;
+  width: 100%;
+}
+
+.jp-JSONEditor-host {
+  flex: 1 1 auto;
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  border-radius: 0;
+  background: var(--jp-layout-color0);
+  min-height: 50px;
+  padding: 1px;
+}
+
+.jp-JSONEditor.jp-mod-error .jp-JSONEditor-host {
+  border-color: red;
+  outline-color: red;
+}
+
+.jp-JSONEditor-header {
+  display: flex;
+  flex: 1 0 auto;
+  padding: 0 0 0 12px;
+}
+
+.jp-JSONEditor-header label {
+  flex: 0 0 auto;
+}
+
+.jp-JSONEditor-commitButton {
+  height: 16px;
+  width: 16px;
+  background-size: 18px;
+  background-repeat: no-repeat;
+  background-position: center;
+}
+
+.jp-JSONEditor-host.jp-mod-focused {
+  background-color: var(--jp-input-active-background);
+  border: 1px solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+}
+
+.jp-Editor.jp-mod-dropTarget {
+  border: var(--jp-border-width) solid var(--jp-input-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+.jp-DocumentSearch-input {
+  border: none;
+  outline: none;
+  color: var(--jp-ui-font-color0);
+  font-size: var(--jp-ui-font-size1);
+  background-color: var(--jp-layout-color0);
+  font-family: var(--jp-ui-font-family);
+  padding: 2px 1px;
+  resize: none;
+}
+
+.jp-DocumentSearch-overlay {
+  position: absolute;
+  background-color: var(--jp-toolbar-background);
+  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  border-left: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  top: 0;
+  right: 0;
+  z-index: 7;
+  min-width: 405px;
+  padding: 2px;
+  font-size: var(--jp-ui-font-size1);
+
+  --jp-private-document-search-button-height: 20px;
+}
+
+.jp-DocumentSearch-overlay button {
+  background-color: var(--jp-toolbar-background);
+  outline: 0;
+}
+
+.jp-DocumentSearch-overlay button:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-DocumentSearch-overlay button:active {
+  background-color: var(--jp-layout-color3);
+}
+
+.jp-DocumentSearch-overlay-row {
+  display: flex;
+  align-items: center;
+  margin-bottom: 2px;
+}
+
+.jp-DocumentSearch-button-content {
+  display: inline-block;
+  cursor: pointer;
+  box-sizing: border-box;
+  width: 100%;
+  height: 100%;
+}
+
+.jp-DocumentSearch-button-content svg {
+  width: 100%;
+  height: 100%;
+}
+
+.jp-DocumentSearch-input-wrapper {
+  border: var(--jp-border-width) solid var(--jp-border-color0);
+  display: flex;
+  background-color: var(--jp-layout-color0);
+  margin: 2px;
+}
+
+.jp-DocumentSearch-input-wrapper:focus-within {
+  border-color: var(--jp-cell-editor-active-border-color);
+}
+
+.jp-DocumentSearch-toggle-wrapper,
+.jp-DocumentSearch-button-wrapper {
+  all: initial;
+  overflow: hidden;
+  display: inline-block;
+  border: none;
+  box-sizing: border-box;
+}
+
+.jp-DocumentSearch-toggle-wrapper {
+  width: 14px;
+  height: 14px;
+}
+
+.jp-DocumentSearch-button-wrapper {
+  width: var(--jp-private-document-search-button-height);
+  height: var(--jp-private-document-search-button-height);
+}
+
+.jp-DocumentSearch-toggle-wrapper:focus,
+.jp-DocumentSearch-button-wrapper:focus {
+  outline: var(--jp-border-width) solid
+    var(--jp-cell-editor-active-border-color);
+  outline-offset: -1px;
+}
+
+.jp-DocumentSearch-toggle-wrapper,
+.jp-DocumentSearch-button-wrapper,
+.jp-DocumentSearch-button-content:focus {
+  outline: none;
+}
+
+.jp-DocumentSearch-toggle-placeholder {
+  width: 5px;
+}
+
+.jp-DocumentSearch-input-button::before {
+  display: block;
+  padding-top: 100%;
+}
+
+.jp-DocumentSearch-input-button-off {
+  opacity: var(--jp-search-toggle-off-opacity);
+}
+
+.jp-DocumentSearch-input-button-off:hover {
+  opacity: var(--jp-search-toggle-hover-opacity);
+}
+
+.jp-DocumentSearch-input-button-on {
+  opacity: var(--jp-search-toggle-on-opacity);
+}
+
+.jp-DocumentSearch-index-counter {
+  padding-left: 10px;
+  padding-right: 10px;
+  user-select: none;
+  min-width: 35px;
+  display: inline-block;
+}
+
+.jp-DocumentSearch-up-down-wrapper {
+  display: inline-block;
+  padding-right: 2px;
+  margin-left: auto;
+  white-space: nowrap;
+}
+
+.jp-DocumentSearch-spacer {
+  margin-left: auto;
+}
+
+.jp-DocumentSearch-up-down-wrapper button {
+  outline: 0;
+  border: none;
+  width: var(--jp-private-document-search-button-height);
+  height: var(--jp-private-document-search-button-height);
+  vertical-align: middle;
+  margin: 1px 5px 2px;
+}
+
+.jp-DocumentSearch-up-down-button:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-DocumentSearch-up-down-button:active {
+  background-color: var(--jp-layout-color3);
+}
+
+.jp-DocumentSearch-filter-button {
+  border-radius: var(--jp-border-radius);
+}
+
+.jp-DocumentSearch-filter-button:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-DocumentSearch-filter-button-enabled {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-DocumentSearch-filter-button-enabled:hover {
+  background-color: var(--jp-layout-color3);
+}
+
+.jp-DocumentSearch-search-options {
+  padding: 0 8px;
+  margin-left: 3px;
+  width: 100%;
+  display: grid;
+  justify-content: start;
+  grid-template-columns: 1fr 1fr;
+  align-items: center;
+  justify-items: stretch;
+}
+
+.jp-DocumentSearch-search-filter-disabled {
+  color: var(--jp-ui-font-color2);
+}
+
+.jp-DocumentSearch-search-filter {
+  display: flex;
+  align-items: center;
+  user-select: none;
+}
+
+.jp-DocumentSearch-regex-error {
+  color: var(--jp-error-color0);
+}
+
+.jp-DocumentSearch-replace-button-wrapper {
+  overflow: hidden;
+  display: inline-block;
+  box-sizing: border-box;
+  border: var(--jp-border-width) solid var(--jp-border-color0);
+  margin: auto 2px;
+  padding: 1px 4px;
+  height: calc(var(--jp-private-document-search-button-height) + 2px);
+}
+
+.jp-DocumentSearch-replace-button-wrapper:focus {
+  border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
+}
+
+.jp-DocumentSearch-replace-button {
+  display: inline-block;
+  text-align: center;
+  cursor: pointer;
+  box-sizing: border-box;
+  color: var(--jp-ui-font-color1);
+
+  /* height - 2 * (padding of wrapper) */
+  line-height: calc(var(--jp-private-document-search-button-height) - 2px);
+  width: 100%;
+  height: 100%;
+}
+
+.jp-DocumentSearch-replace-button:focus {
+  outline: none;
+}
+
+.jp-DocumentSearch-replace-wrapper-class {
+  margin-left: 14px;
+  display: flex;
+}
+
+.jp-DocumentSearch-replace-toggle {
+  border: none;
+  background-color: var(--jp-toolbar-background);
+  border-radius: var(--jp-border-radius);
+}
+
+.jp-DocumentSearch-replace-toggle:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.cm-editor {
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  font-family: var(--jp-code-font-family);
+  border: 0;
+  border-radius: 0;
+  height: auto;
+
+  /* Changed to auto to autogrow */
+}
+
+.cm-editor pre {
+  padding: 0 var(--jp-code-padding);
+}
+
+.jp-CodeMirrorEditor[data-type='inline'] .cm-dialog {
+  background-color: var(--jp-layout-color0);
+  color: var(--jp-content-font-color1);
+}
+
+.jp-CodeMirrorEditor {
+  cursor: text;
+}
+
+/* When zoomed out 67% and 33% on a screen of 1440 width x 900 height */
+@media screen and (min-width: 2138px) and (max-width: 4319px) {
+  .jp-CodeMirrorEditor[data-type='inline'] .cm-cursor {
+    border-left: var(--jp-code-cursor-width1) solid
+      var(--jp-editor-cursor-color);
+  }
+}
+
+/* When zoomed out less than 33% */
+@media screen and (min-width: 4320px) {
+  .jp-CodeMirrorEditor[data-type='inline'] .cm-cursor {
+    border-left: var(--jp-code-cursor-width2) solid
+      var(--jp-editor-cursor-color);
+  }
+}
+
+.cm-editor.jp-mod-readOnly .cm-cursor {
+  display: none;
+}
+
+.jp-CollaboratorCursor {
+  border-left: 5px solid transparent;
+  border-right: 5px solid transparent;
+  border-top: none;
+  border-bottom: 3px solid;
+  background-clip: content-box;
+  margin-left: -5px;
+  margin-right: -5px;
+}
+
+.cm-searching,
+.cm-searching span {
+  /* `.cm-searching span`: we need to override syntax highlighting */
+  background-color: var(--jp-search-unselected-match-background-color);
+  color: var(--jp-search-unselected-match-color);
+}
+
+.cm-searching::selection,
+.cm-searching span::selection {
+  background-color: var(--jp-search-unselected-match-background-color);
+  color: var(--jp-search-unselected-match-color);
+}
+
+.jp-current-match > .cm-searching,
+.jp-current-match > .cm-searching span,
+.cm-searching > .jp-current-match,
+.cm-searching > .jp-current-match span {
+  background-color: var(--jp-search-selected-match-background-color);
+  color: var(--jp-search-selected-match-color);
+}
+
+.jp-current-match > .cm-searching::selection,
+.cm-searching > .jp-current-match::selection,
+.jp-current-match > .cm-searching span::selection {
+  background-color: var(--jp-search-selected-match-background-color);
+  color: var(--jp-search-selected-match-color);
+}
+
+.cm-trailingspace {
+  background-image: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAgAAAAFCAYAAAB4ka1VAAAAsElEQVQIHQGlAFr/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA7+r3zKmT0/+pk9P/7+r3zAAAAAAAAAAABAAAAAAAAAAA6OPzM+/q9wAAAAAA6OPzMwAAAAAAAAAAAgAAAAAAAAAAGR8NiRQaCgAZIA0AGR8NiQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQyoYJ/SY80UAAAAASUVORK5CYII=);
+  background-position: center left;
+  background-repeat: repeat-x;
+}
+
+.jp-CollaboratorCursor-hover {
+  position: absolute;
+  z-index: 1;
+  transform: translateX(-50%);
+  color: white;
+  border-radius: 3px;
+  padding-left: 4px;
+  padding-right: 4px;
+  padding-top: 1px;
+  padding-bottom: 1px;
+  text-align: center;
+  font-size: var(--jp-ui-font-size1);
+  white-space: nowrap;
+}
+
+.jp-CodeMirror-ruler {
+  border-left: 1px dashed var(--jp-border-color2);
+}
+
+/* Styles for shared cursors (remote cursor locations and selected ranges) */
+.jp-CodeMirrorEditor .cm-ySelectionCaret {
+  position: relative;
+  border-left: 1px solid black;
+  margin-left: -1px;
+  margin-right: -1px;
+  box-sizing: border-box;
+}
+
+.jp-CodeMirrorEditor .cm-ySelectionCaret > .cm-ySelectionInfo {
+  white-space: nowrap;
+  position: absolute;
+  top: -1.15em;
+  padding-bottom: 0.05em;
+  left: -1px;
+  font-size: 0.95em;
+  font-family: var(--jp-ui-font-family);
+  font-weight: bold;
+  line-height: normal;
+  user-select: none;
+  color: white;
+  padding-left: 2px;
+  padding-right: 2px;
+  z-index: 101;
+  transition: opacity 0.3s ease-in-out;
+}
+
+.jp-CodeMirrorEditor .cm-ySelectionInfo {
+  transition-delay: 0.7s;
+  opacity: 0;
+}
+
+.jp-CodeMirrorEditor .cm-ySelectionCaret:hover > .cm-ySelectionInfo {
+  opacity: 1;
+  transition-delay: 0s;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-MimeDocument {
+  outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-filebrowser-button-height: 28px;
+  --jp-private-filebrowser-button-width: 48px;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser .jp-SidePanel-content {
+  display: flex;
+  flex-direction: column;
+}
+
+.jp-FileBrowser-toolbar.jp-Toolbar {
+  flex-wrap: wrap;
+  row-gap: 12px;
+  border-bottom: none;
+  height: auto;
+  margin: 8px 12px 0;
+  box-shadow: none;
+  padding: 0;
+  justify-content: flex-start;
+}
+
+.jp-FileBrowser-Panel {
+  flex: 1 1 auto;
+  display: flex;
+  flex-direction: column;
+}
+
+.jp-BreadCrumbs {
+  flex: 0 0 auto;
+  margin: 8px 12px;
+}
+
+.jp-BreadCrumbs-item {
+  margin: 0 2px;
+  padding: 0 2px;
+  border-radius: var(--jp-border-radius);
+  cursor: pointer;
+}
+
+.jp-BreadCrumbs-item:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-BreadCrumbs-item:first-child {
+  margin-left: 0;
+}
+
+.jp-BreadCrumbs-item.jp-mod-dropTarget {
+  background-color: var(--jp-brand-color2);
+  opacity: 0.7;
+}
+
+/*-----------------------------------------------------------------------------
+| Buttons
+|----------------------------------------------------------------------------*/
+
+.jp-FileBrowser-toolbar > .jp-Toolbar-item {
+  flex: 0 0 auto;
+  padding-left: 0;
+  padding-right: 2px;
+  align-items: center;
+  height: unset;
+}
+
+.jp-FileBrowser-toolbar > .jp-Toolbar-item .jp-ToolbarButtonComponent {
+  width: 40px;
+}
+
+/*-----------------------------------------------------------------------------
+| Other styles
+|----------------------------------------------------------------------------*/
+
+.jp-FileDialog.jp-mod-conflict input {
+  color: var(--jp-error-color1);
+}
+
+.jp-FileDialog .jp-new-name-title {
+  margin-top: 12px;
+}
+
+.jp-LastModified-hidden {
+  display: none;
+}
+
+.jp-FileSize-hidden {
+  display: none;
+}
+
+.jp-FileBrowser .lm-AccordionPanel > h3:first-child {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| DirListing
+|----------------------------------------------------------------------------*/
+
+.jp-DirListing {
+  flex: 1 1 auto;
+  display: flex;
+  flex-direction: column;
+  outline: 0;
+}
+
+.jp-DirListing-header {
+  flex: 0 0 auto;
+  display: flex;
+  flex-direction: row;
+  align-items: center;
+  overflow: hidden;
+  border-top: var(--jp-border-width) solid var(--jp-border-color2);
+  border-bottom: var(--jp-border-width) solid var(--jp-border-color1);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  z-index: 2;
+}
+
+.jp-DirListing-headerItem {
+  padding: 4px 12px 2px;
+  font-weight: 500;
+}
+
+.jp-DirListing-headerItem:hover {
+  background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-headerItem.jp-id-name {
+  flex: 1 0 84px;
+}
+
+.jp-DirListing-headerItem.jp-id-modified {
+  flex: 0 0 112px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+}
+
+.jp-DirListing-headerItem.jp-id-filesize {
+  flex: 0 0 75px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+}
+
+.jp-id-narrow {
+  display: none;
+  flex: 0 0 5px;
+  padding: 4px;
+  border-left: var(--jp-border-width) solid var(--jp-border-color2);
+  text-align: right;
+  color: var(--jp-border-color2);
+}
+
+.jp-DirListing-narrow .jp-id-narrow {
+  display: block;
+}
+
+.jp-DirListing-narrow .jp-id-modified,
+.jp-DirListing-narrow .jp-DirListing-itemModified {
+  display: none;
+}
+
+.jp-DirListing-headerItem.jp-mod-selected {
+  font-weight: 600;
+}
+
+/* increase specificity to override bundled default */
+.jp-DirListing-content {
+  flex: 1 1 auto;
+  margin: 0;
+  padding: 0;
+  list-style-type: none;
+  overflow: auto;
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-DirListing-content mark {
+  color: var(--jp-ui-font-color0);
+  background-color: transparent;
+  font-weight: bold;
+}
+
+.jp-DirListing-content .jp-DirListing-item.jp-mod-selected mark {
+  color: var(--jp-ui-inverse-font-color0);
+}
+
+/* Style the directory listing content when a user drops a file to upload */
+.jp-DirListing.jp-mod-native-drop .jp-DirListing-content {
+  outline: 5px dashed rgba(128, 128, 128, 0.5);
+  outline-offset: -10px;
+  cursor: copy;
+}
+
+.jp-DirListing-item {
+  display: flex;
+  flex-direction: row;
+  align-items: center;
+  padding: 4px 12px;
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+.jp-DirListing-checkboxWrapper {
+  /* Increases hit area of checkbox. */
+  padding: 4px;
+}
+
+.jp-DirListing-header
+  .jp-DirListing-checkboxWrapper
+  + .jp-DirListing-headerItem {
+  padding-left: 4px;
+}
+
+.jp-DirListing-content .jp-DirListing-checkboxWrapper {
+  position: relative;
+  left: -4px;
+  margin: -4px 0 -4px -8px;
+}
+
+.jp-DirListing-checkboxWrapper.jp-mod-visible {
+  visibility: visible;
+}
+
+/* For devices that support hovering, hide checkboxes until hovered, selected...
+*/
+@media (hover: hover) {
+  .jp-DirListing-checkboxWrapper {
+    visibility: hidden;
+  }
+
+  .jp-DirListing-item:hover .jp-DirListing-checkboxWrapper,
+  .jp-DirListing-item.jp-mod-selected .jp-DirListing-checkboxWrapper {
+    visibility: visible;
+  }
+}
+
+.jp-DirListing-item[data-is-dot] {
+  opacity: 75%;
+}
+
+.jp-DirListing-item.jp-mod-selected {
+  color: var(--jp-ui-inverse-font-color1);
+  background: var(--jp-brand-color1);
+}
+
+.jp-DirListing-item.jp-mod-dropTarget {
+  background: var(--jp-brand-color3);
+}
+
+.jp-DirListing-item:hover:not(.jp-mod-selected) {
+  background: var(--jp-layout-color2);
+}
+
+.jp-DirListing-itemIcon {
+  flex: 0 0 20px;
+  margin-right: 4px;
+}
+
+.jp-DirListing-itemText {
+  flex: 1 0 64px;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  user-select: none;
+}
+
+.jp-DirListing-itemText:focus {
+  outline-width: 2px;
+  outline-color: var(--jp-inverse-layout-color1);
+  outline-style: solid;
+  outline-offset: 1px;
+}
+
+.jp-DirListing-item.jp-mod-selected .jp-DirListing-itemText:focus {
+  outline-color: var(--jp-layout-color1);
+}
+
+.jp-DirListing-itemModified {
+  flex: 0 0 125px;
+  text-align: right;
+}
+
+.jp-DirListing-itemFileSize {
+  flex: 0 0 90px;
+  text-align: right;
+}
+
+.jp-DirListing-editor {
+  flex: 1 0 64px;
+  outline: none;
+  border: none;
+  color: var(--jp-ui-font-color1);
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-DirListing-item.jp-mod-running .jp-DirListing-itemIcon::before {
+  color: var(--jp-success-color1);
+  content: '\25CF';
+  font-size: 8px;
+  position: absolute;
+  left: -8px;
+}
+
+.jp-DirListing-item.jp-mod-running.jp-mod-selected
+  .jp-DirListing-itemIcon::before {
+  color: var(--jp-ui-inverse-font-color1);
+}
+
+.jp-DirListing-item.lm-mod-drag-image,
+.jp-DirListing-item.jp-mod-selected.lm-mod-drag-image {
+  font-size: var(--jp-ui-font-size1);
+  padding-left: 4px;
+  margin-left: 4px;
+  width: 160px;
+  background-color: var(--jp-ui-inverse-font-color2);
+  box-shadow: var(--jp-elevation-z2);
+  border-radius: 0;
+  color: var(--jp-ui-font-color1);
+  transform: translateX(-40%) translateY(-58%);
+}
+
+.jp-Document {
+  min-width: 120px;
+  min-height: 120px;
+  outline: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Main OutputArea
+| OutputArea has a list of Outputs
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea {
+  overflow-y: auto;
+}
+
+.jp-OutputArea-child {
+  display: table;
+  table-layout: fixed;
+  width: 100%;
+  overflow: hidden;
+}
+
+.jp-OutputPrompt {
+  width: var(--jp-cell-prompt-width);
+  color: var(--jp-cell-outprompt-font-color);
+  font-family: var(--jp-cell-prompt-font-family);
+  padding: var(--jp-code-padding);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+  opacity: var(--jp-cell-prompt-opacity);
+
+  /* Right align prompt text, don't wrap to handle large prompt numbers */
+  text-align: right;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+
+  /* Disable text selection */
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+.jp-OutputArea-prompt {
+  display: table-cell;
+  vertical-align: top;
+}
+
+.jp-OutputArea-output {
+  display: table-cell;
+  width: 100%;
+  height: auto;
+  overflow: auto;
+  user-select: text;
+  -moz-user-select: text;
+  -webkit-user-select: text;
+  -ms-user-select: text;
+}
+
+.jp-OutputArea .jp-RenderedText {
+  padding-left: 1ch;
+}
+
+/**
+ * Prompt overlay.
+ */
+
+.jp-OutputArea-promptOverlay {
+  position: absolute;
+  top: 0;
+  width: var(--jp-cell-prompt-width);
+  height: 100%;
+  opacity: 0.5;
+}
+
+.jp-OutputArea-promptOverlay:hover {
+  background: var(--jp-layout-color2);
+  box-shadow: inset 0 0 1px var(--jp-inverse-layout-color0);
+  cursor: zoom-out;
+}
+
+.jp-mod-outputsScrolled .jp-OutputArea-promptOverlay:hover {
+  cursor: zoom-in;
+}
+
+/**
+ * Isolated output.
+ */
+.jp-OutputArea-output.jp-mod-isolated {
+  width: 100%;
+  display: block;
+}
+
+/*
+When drag events occur, `lm-mod-override-cursor` is added to the body.
+Because iframes steal all cursor events, the following two rules are necessary
+to suppress pointer events while resize drags are occurring. There may be a
+better solution to this problem.
+*/
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated {
+  position: relative;
+}
+
+body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: transparent;
+}
+
+/* pre */
+
+.jp-OutputArea-output pre {
+  border: none;
+  margin: 0;
+  padding: 0;
+  overflow-x: auto;
+  overflow-y: auto;
+  word-break: break-all;
+  word-wrap: break-word;
+  white-space: pre-wrap;
+}
+
+/* tables */
+
+.jp-OutputArea-output.jp-RenderedHTMLCommon table {
+  margin-left: 0;
+  margin-right: 0;
+}
+
+/* description lists */
+
+.jp-OutputArea-output dl,
+.jp-OutputArea-output dt,
+.jp-OutputArea-output dd {
+  display: block;
+}
+
+.jp-OutputArea-output dl {
+  width: 100%;
+  overflow: hidden;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-OutputArea-output dt {
+  font-weight: bold;
+  float: left;
+  width: 20%;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-OutputArea-output dd {
+  float: left;
+  width: 80%;
+  padding: 0;
+  margin: 0;
+}
+
+.jp-TrimmedOutputs pre {
+  background: var(--jp-layout-color3);
+  font-size: calc(var(--jp-code-font-size) * 1.4);
+  text-align: center;
+  text-transform: uppercase;
+}
+
+/* Hide the gutter in case of
+ *  - nested output areas (e.g. in the case of output widgets)
+ *  - mirrored output areas
+ */
+.jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt {
+  display: none;
+}
+
+/* Hide empty lines in the output area, for instance due to cleared widgets */
+.jp-OutputArea-prompt:empty {
+  padding: 0;
+  border: 0;
+}
+
+/*-----------------------------------------------------------------------------
+| executeResult is added to any Output-result for the display of the object
+| returned by a cell
+|----------------------------------------------------------------------------*/
+
+.jp-OutputArea-output.jp-OutputArea-executeResult {
+  margin-left: 0;
+  width: 100%;
+}
+
+/* Text output with the Out[] prompt needs a top padding to match the
+ * alignment of the Out[] prompt itself.
+ */
+.jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output {
+  padding-top: var(--jp-code-padding);
+  border-top: var(--jp-border-width) solid transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| The Stdin output
+|----------------------------------------------------------------------------*/
+
+.jp-Stdin-prompt {
+  color: var(--jp-content-font-color0);
+  padding-right: var(--jp-code-padding);
+  vertical-align: baseline;
+  flex: 0 0 auto;
+}
+
+.jp-Stdin-input {
+  font-family: var(--jp-code-font-family);
+  font-size: inherit;
+  color: inherit;
+  background-color: inherit;
+  width: 42%;
+  min-width: 200px;
+
+  /* make sure input baseline aligns with prompt */
+  vertical-align: baseline;
+
+  /* padding + margin = 0.5em between prompt and cursor */
+  padding: 0 0.25em;
+  margin: 0 0.25em;
+  flex: 0 0 70%;
+}
+
+.jp-Stdin-input::placeholder {
+  opacity: 0;
+}
+
+.jp-Stdin-input:focus {
+  box-shadow: none;
+}
+
+.jp-Stdin-input:focus::placeholder {
+  opacity: 1;
+}
+
+/*-----------------------------------------------------------------------------
+| Output Area View
+|----------------------------------------------------------------------------*/
+
+.jp-LinkedOutputView .jp-OutputArea {
+  height: 100%;
+  display: block;
+}
+
+.jp-LinkedOutputView .jp-OutputArea-output:only-child {
+  height: 100%;
+}
+
+/*-----------------------------------------------------------------------------
+| Printing
+|----------------------------------------------------------------------------*/
+
+@media print {
+  .jp-OutputArea-child {
+    break-inside: avoid-page;
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Mobile
+|----------------------------------------------------------------------------*/
+@media only screen and (max-width: 760px) {
+  .jp-OutputPrompt {
+    display: table-row;
+    text-align: left;
+  }
+
+  .jp-OutputArea-child .jp-OutputArea-output {
+    display: table-row;
+    margin-left: var(--jp-notebook-padding);
+  }
+}
+
+/* Trimmed outputs warning */
+.jp-TrimmedOutputs > a {
+  margin: 10px;
+  text-decoration: none;
+  cursor: pointer;
+}
+
+.jp-TrimmedOutputs > a:hover {
+  text-decoration: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Table of Contents
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-toc-active-width: 4px;
+}
+
+.jp-TableOfContents {
+  display: flex;
+  flex-direction: column;
+  background: var(--jp-layout-color1);
+  color: var(--jp-ui-font-color1);
+  font-size: var(--jp-ui-font-size1);
+  height: 100%;
+}
+
+.jp-TableOfContents-placeholder {
+  text-align: center;
+}
+
+.jp-TableOfContents-placeholderContent {
+  color: var(--jp-content-font-color2);
+  padding: 8px;
+}
+
+.jp-TableOfContents-placeholderContent > h3 {
+  margin-bottom: var(--jp-content-heading-margin-bottom);
+}
+
+.jp-TableOfContents .jp-SidePanel-content {
+  overflow-y: auto;
+}
+
+.jp-TableOfContents-tree {
+  margin: 4px;
+}
+
+.jp-TableOfContents ol {
+  list-style-type: none;
+}
+
+/* stylelint-disable-next-line selector-max-type */
+.jp-TableOfContents li > ol {
+  /* Align left border with triangle icon center */
+  padding-left: 11px;
+}
+
+.jp-TableOfContents-content {
+  /* left margin for the active heading indicator */
+  margin: 0 0 0 var(--jp-private-toc-active-width);
+  padding: 0;
+  background-color: var(--jp-layout-color1);
+}
+
+.jp-tocItem {
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+.jp-tocItem-heading {
+  display: flex;
+  cursor: pointer;
+}
+
+.jp-tocItem-heading:hover {
+  background-color: var(--jp-layout-color2);
+}
+
+.jp-tocItem-content {
+  display: block;
+  padding: 4px 0;
+  white-space: nowrap;
+  text-overflow: ellipsis;
+  overflow-x: hidden;
+}
+
+.jp-tocItem-collapser {
+  height: 20px;
+  margin: 2px 2px 0;
+  padding: 0;
+  background: none;
+  border: none;
+  cursor: pointer;
+}
+
+.jp-tocItem-collapser:hover {
+  background-color: var(--jp-layout-color3);
+}
+
+/* Active heading indicator */
+
+.jp-tocItem-heading::before {
+  content: ' ';
+  background: transparent;
+  width: var(--jp-private-toc-active-width);
+  height: 24px;
+  position: absolute;
+  left: 0;
+  border-radius: var(--jp-border-radius);
+}
+
+.jp-tocItem-heading.jp-tocItem-active::before {
+  background-color: var(--jp-brand-color1);
+}
+
+.jp-tocItem-heading:hover.jp-tocItem-active::before {
+  background: var(--jp-brand-color0);
+  opacity: 1;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+.jp-Collapser {
+  flex: 0 0 var(--jp-cell-collapser-width);
+  padding: 0;
+  margin: 0;
+  border: none;
+  outline: none;
+  background: transparent;
+  border-radius: var(--jp-border-radius);
+  opacity: 1;
+}
+
+.jp-Collapser-child {
+  display: block;
+  width: 100%;
+  box-sizing: border-box;
+
+  /* height: 100% doesn't work because the height of its parent is computed from content */
+  position: absolute;
+  top: 0;
+  bottom: 0;
+}
+
+/*-----------------------------------------------------------------------------
+| Printing
+|----------------------------------------------------------------------------*/
+
+/*
+Hiding collapsers in print mode.
+
+Note: input and output wrappers have "display: block" propery in print mode.
+*/
+
+@media print {
+  .jp-Collapser {
+    display: none;
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Header/Footer
+|----------------------------------------------------------------------------*/
+
+/* Hidden by zero height by default */
+.jp-CellHeader,
+.jp-CellFooter {
+  height: 0;
+  width: 100%;
+  padding: 0;
+  margin: 0;
+  border: none;
+  outline: none;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Input
+|----------------------------------------------------------------------------*/
+
+/* All input areas */
+.jp-InputArea {
+  display: table;
+  table-layout: fixed;
+  width: 100%;
+  overflow: hidden;
+}
+
+.jp-InputArea-editor {
+  display: table-cell;
+  overflow: hidden;
+  vertical-align: top;
+
+  /* This is the non-active, default styling */
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  border-radius: 0;
+  background: var(--jp-cell-editor-background);
+}
+
+.jp-InputPrompt {
+  display: table-cell;
+  vertical-align: top;
+  width: var(--jp-cell-prompt-width);
+  color: var(--jp-cell-inprompt-font-color);
+  font-family: var(--jp-cell-prompt-font-family);
+  padding: var(--jp-code-padding);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  opacity: var(--jp-cell-prompt-opacity);
+  line-height: var(--jp-code-line-height);
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+
+  /* Right align prompt text, don't wrap to handle large prompt numbers */
+  text-align: right;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+
+  /* Disable text selection */
+  -webkit-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Mobile
+|----------------------------------------------------------------------------*/
+@media only screen and (max-width: 760px) {
+  .jp-InputArea-editor {
+    display: table-row;
+    margin-left: var(--jp-notebook-padding);
+  }
+
+  .jp-InputPrompt {
+    display: table-row;
+    text-align: left;
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Placeholder
+|----------------------------------------------------------------------------*/
+
+.jp-Placeholder {
+  display: table;
+  table-layout: fixed;
+  width: 100%;
+}
+
+.jp-Placeholder-prompt {
+  display: table-cell;
+  box-sizing: border-box;
+}
+
+.jp-Placeholder-content {
+  display: table-cell;
+  padding: 4px 6px;
+  border: 1px solid transparent;
+  border-radius: 0;
+  background: none;
+  box-sizing: border-box;
+  cursor: pointer;
+}
+
+.jp-Placeholder-contentContainer {
+  display: flex;
+}
+
+.jp-Placeholder-content:hover,
+.jp-InputPlaceholder > .jp-Placeholder-content:hover {
+  border-color: var(--jp-layout-color3);
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon {
+  width: 32px;
+  height: 16px;
+  border: 1px solid transparent;
+  border-radius: var(--jp-border-radius);
+}
+
+.jp-Placeholder-content .jp-MoreHorizIcon:hover {
+  border: 1px solid var(--jp-border-color1);
+  box-shadow: 0 0 2px 0 rgba(0, 0, 0, 0.25);
+  background-color: var(--jp-layout-color0);
+}
+
+.jp-PlaceholderText {
+  white-space: nowrap;
+  overflow-x: hidden;
+  color: var(--jp-inverse-layout-color3);
+  font-family: var(--jp-code-font-family);
+}
+
+.jp-InputPlaceholder > .jp-Placeholder-content {
+  border-color: var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background);
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Private CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-private-cell-scrolling-output-offset: 5px;
+}
+
+/*-----------------------------------------------------------------------------
+| Cell
+|----------------------------------------------------------------------------*/
+
+.jp-Cell {
+  padding: var(--jp-cell-padding);
+  margin: 0;
+  border: none;
+  outline: none;
+  background: transparent;
+}
+
+/*-----------------------------------------------------------------------------
+| Common input/output
+|----------------------------------------------------------------------------*/
+
+.jp-Cell-inputWrapper,
+.jp-Cell-outputWrapper {
+  display: flex;
+  flex-direction: row;
+  padding: 0;
+  margin: 0;
+
+  /* Added to reveal the box-shadow on the input and output collapsers. */
+  overflow: visible;
+}
+
+/* Only input/output areas inside cells */
+.jp-Cell-inputArea,
+.jp-Cell-outputArea {
+  flex: 1 1 auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Collapser
+|----------------------------------------------------------------------------*/
+
+/* Make the output collapser disappear when there is not output, but do so
+ * in a manner that leaves it in the layout and preserves its width.
+ */
+.jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser {
+  border: none !important;
+  background: transparent !important;
+}
+
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser {
+  min-height: var(--jp-cell-collapser-min-height);
+}
+
+/*-----------------------------------------------------------------------------
+| Output
+|----------------------------------------------------------------------------*/
+
+/* Put a space between input and output when there IS output */
+.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper {
+  margin-top: 5px;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea {
+  overflow-y: auto;
+  max-height: 24em;
+  margin-left: var(--jp-private-cell-scrolling-output-offset);
+  resize: vertical;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea[style*='height'] {
+  max-height: unset;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea::after {
+  content: ' ';
+  box-shadow: inset 0 0 6px 2px rgb(0 0 0 / 30%);
+  width: 100%;
+  height: 100%;
+  position: sticky;
+  bottom: 0;
+  top: 0;
+  margin-top: -50%;
+  float: left;
+  display: block;
+  pointer-events: none;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-child {
+  padding-top: 6px;
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt {
+  width: calc(
+    var(--jp-cell-prompt-width) - var(--jp-private-cell-scrolling-output-offset)
+  );
+}
+
+.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-promptOverlay {
+  left: calc(-1 * var(--jp-private-cell-scrolling-output-offset));
+}
+
+/*-----------------------------------------------------------------------------
+| CodeCell
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| MarkdownCell
+|----------------------------------------------------------------------------*/
+
+.jp-MarkdownOutput {
+  display: table-cell;
+  width: 100%;
+  margin-top: 0;
+  margin-bottom: 0;
+  padding-left: var(--jp-code-padding);
+}
+
+.jp-MarkdownOutput.jp-RenderedHTMLCommon {
+  overflow: auto;
+}
+
+/* collapseHeadingButton (show always if hiddenCellsButton is _not_ shown) */
+.jp-collapseHeadingButton {
+  display: flex;
+  min-height: var(--jp-cell-collapser-min-height);
+  font-size: var(--jp-code-font-size);
+  position: absolute;
+  background-color: transparent;
+  background-size: 25px;
+  background-repeat: no-repeat;
+  background-position-x: center;
+  background-position-y: top;
+  background-image: var(--jp-icon-caret-down);
+  right: 0;
+  top: 0;
+  bottom: 0;
+}
+
+.jp-collapseHeadingButton.jp-mod-collapsed {
+  background-image: var(--jp-icon-caret-right);
+}
+
+/*
+ set the container font size to match that of content
+ so that the nested collapse buttons have the right size
+*/
+.jp-MarkdownCell .jp-InputPrompt {
+  font-size: var(--jp-content-font-size1);
+}
+
+/*
+  Align collapseHeadingButton with cell top header
+  The font sizes are identical to the ones in packages/rendermime/style/base.css
+*/
+.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='1'] {
+  font-size: var(--jp-content-font-size5);
+  background-position-y: calc(0.3 * var(--jp-content-font-size5));
+}
+
+.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='2'] {
+  font-size: var(--jp-content-font-size4);
+  background-position-y: calc(0.3 * var(--jp-content-font-size4));
+}
+
+.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='3'] {
+  font-size: var(--jp-content-font-size3);
+  background-position-y: calc(0.3 * var(--jp-content-font-size3));
+}
+
+.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='4'] {
+  font-size: var(--jp-content-font-size2);
+  background-position-y: calc(0.3 * var(--jp-content-font-size2));
+}
+
+.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='5'] {
+  font-size: var(--jp-content-font-size1);
+  background-position-y: top;
+}
+
+.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='6'] {
+  font-size: var(--jp-content-font-size0);
+  background-position-y: top;
+}
+
+/* collapseHeadingButton (show only on (hover,active) if hiddenCellsButton is shown) */
+.jp-Notebook.jp-mod-showHiddenCellsButton .jp-collapseHeadingButton {
+  display: none;
+}
+
+.jp-Notebook.jp-mod-showHiddenCellsButton
+  :is(.jp-MarkdownCell:hover, .jp-mod-active)
+  .jp-collapseHeadingButton {
+  display: flex;
+}
+
+/* showHiddenCellsButton (only show if jp-mod-showHiddenCellsButton is set, which
+is a consequence of the showHiddenCellsButton option in Notebook Settings)*/
+.jp-Notebook.jp-mod-showHiddenCellsButton .jp-showHiddenCellsButton {
+  margin-left: calc(var(--jp-cell-prompt-width) + 2 * var(--jp-code-padding));
+  margin-top: var(--jp-code-padding);
+  border: 1px solid var(--jp-border-color2);
+  background-color: var(--jp-border-color3) !important;
+  color: var(--jp-content-font-color0) !important;
+  display: flex;
+}
+
+.jp-Notebook.jp-mod-showHiddenCellsButton .jp-showHiddenCellsButton:hover {
+  background-color: var(--jp-border-color2) !important;
+}
+
+.jp-showHiddenCellsButton {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Printing
+|----------------------------------------------------------------------------*/
+
+/*
+Using block instead of flex to allow the use of the break-inside CSS property for
+cell outputs.
+*/
+
+@media print {
+  .jp-Cell-inputWrapper,
+  .jp-Cell-outputWrapper {
+    display: block;
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-notebook-toolbar-padding: 2px 5px 2px 2px;
+}
+
+/*-----------------------------------------------------------------------------
+
+/*-----------------------------------------------------------------------------
+| Styles
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookPanel-toolbar {
+  padding: var(--jp-notebook-toolbar-padding);
+
+  /* disable paint containment from lumino 2.0 default strict CSS containment */
+  contain: style size !important;
+}
+
+.jp-Toolbar-item.jp-Notebook-toolbarCellType .jp-select-wrapper.jp-mod-focused {
+  border: none;
+  box-shadow: none;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown select {
+  height: 24px;
+  font-size: var(--jp-ui-font-size1);
+  line-height: 14px;
+  border-radius: 0;
+  display: block;
+}
+
+.jp-Notebook-toolbarCellTypeDropdown span {
+  top: 5px !important;
+}
+
+.jp-Toolbar-responsive-popup {
+  position: absolute;
+  height: fit-content;
+  display: flex;
+  flex-direction: row;
+  flex-wrap: wrap;
+  justify-content: flex-end;
+  border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color);
+  box-shadow: var(--jp-toolbar-box-shadow);
+  background: var(--jp-toolbar-background);
+  min-height: var(--jp-toolbar-micro-height);
+  padding: var(--jp-notebook-toolbar-padding);
+  z-index: 1;
+  right: 0;
+  top: 0;
+}
+
+.jp-Toolbar > .jp-Toolbar-responsive-opener {
+  margin-left: auto;
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Variables
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+
+/*-----------------------------------------------------------------------------
+| Styles
+|----------------------------------------------------------------------------*/
+
+.jp-Notebook-ExecutionIndicator {
+  position: relative;
+  display: inline-block;
+  height: 100%;
+  z-index: 9997;
+}
+
+.jp-Notebook-ExecutionIndicator-tooltip {
+  visibility: hidden;
+  height: auto;
+  width: max-content;
+  width: -moz-max-content;
+  background-color: var(--jp-layout-color2);
+  color: var(--jp-ui-font-color1);
+  text-align: justify;
+  border-radius: 6px;
+  padding: 0 5px;
+  position: fixed;
+  display: table;
+}
+
+.jp-Notebook-ExecutionIndicator-tooltip.up {
+  transform: translateX(-50%) translateY(-100%) translateY(-32px);
+}
+
+.jp-Notebook-ExecutionIndicator-tooltip.down {
+  transform: translateX(calc(-100% + 16px)) translateY(5px);
+}
+
+.jp-Notebook-ExecutionIndicator-tooltip.hidden {
+  display: none;
+}
+
+.jp-Notebook-ExecutionIndicator:hover .jp-Notebook-ExecutionIndicator-tooltip {
+  visibility: visible;
+}
+
+.jp-Notebook-ExecutionIndicator span {
+  font-size: var(--jp-ui-font-size1);
+  font-family: var(--jp-ui-font-family);
+  color: var(--jp-ui-font-color1);
+  line-height: 24px;
+  display: block;
+}
+
+.jp-Notebook-ExecutionIndicator-progress-bar {
+  display: flex;
+  justify-content: center;
+  height: 100%;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+/*
+ * Execution indicator
+ */
+.jp-tocItem-content::after {
+  content: '';
+
+  /* Must be identical to form a circle */
+  width: 12px;
+  height: 12px;
+  background: none;
+  border: none;
+  position: absolute;
+  right: 0;
+}
+
+.jp-tocItem-content[data-running='0']::after {
+  border-radius: 50%;
+  border: var(--jp-border-width) solid var(--jp-inverse-layout-color3);
+  background: none;
+}
+
+.jp-tocItem-content[data-running='1']::after {
+  border-radius: 50%;
+  border: var(--jp-border-width) solid var(--jp-inverse-layout-color3);
+  background-color: var(--jp-inverse-layout-color3);
+}
+
+.jp-tocItem-content[data-running='0'],
+.jp-tocItem-content[data-running='1'] {
+  margin-right: 12px;
+}
+
+/*
+ * Copyright (c) Jupyter Development Team.
+ * Distributed under the terms of the Modified BSD License.
+ */
+
+.jp-Notebook-footer {
+  height: 27px;
+  margin-left: calc(
+    var(--jp-cell-prompt-width) + var(--jp-cell-collapser-width) +
+      var(--jp-cell-padding)
+  );
+  width: calc(
+    100% -
+      (
+        var(--jp-cell-prompt-width) + var(--jp-cell-collapser-width) +
+          var(--jp-cell-padding) + var(--jp-cell-padding)
+      )
+  );
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  color: var(--jp-ui-font-color3);
+  margin-top: 6px;
+  background: none;
+  cursor: pointer;
+}
+
+.jp-Notebook-footer:focus {
+  border-color: var(--jp-cell-editor-active-border-color);
+}
+
+/* For devices that support hovering, hide footer until hover */
+@media (hover: hover) {
+  .jp-Notebook-footer {
+    opacity: 0;
+  }
+
+  .jp-Notebook-footer:focus,
+  .jp-Notebook-footer:hover {
+    opacity: 1;
+  }
+}
+
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| Imports
+|----------------------------------------------------------------------------*/
+
+/*-----------------------------------------------------------------------------
+| CSS variables
+|----------------------------------------------------------------------------*/
+
+:root {
+  --jp-side-by-side-output-size: 1fr;
+  --jp-side-by-side-resized-cell: var(--jp-side-by-side-output-size);
+  --jp-private-notebook-dragImage-width: 304px;
+  --jp-private-notebook-dragImage-height: 36px;
+  --jp-private-notebook-selected-color: var(--md-blue-400);
+  --jp-private-notebook-active-color: var(--md-green-400);
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook
+|----------------------------------------------------------------------------*/
+
+/* stylelint-disable selector-max-class */
+
+.jp-NotebookPanel {
+  display: block;
+  height: 100%;
+}
+
+.jp-NotebookPanel.jp-Document {
+  min-width: 240px;
+  min-height: 120px;
+}
+
+.jp-Notebook {
+  padding: var(--jp-notebook-padding);
+  outline: none;
+  overflow: auto;
+  background: var(--jp-layout-color0);
+}
+
+.jp-Notebook.jp-mod-scrollPastEnd::after {
+  display: block;
+  content: '';
+  min-height: var(--jp-notebook-scroll-padding);
+}
+
+.jp-MainAreaWidget-ContainStrict .jp-Notebook * {
+  contain: strict;
+}
+
+.jp-Notebook .jp-Cell {
+  overflow: visible;
+}
+
+.jp-Notebook .jp-Cell .jp-InputPrompt {
+  cursor: move;
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook state related styling
+|
+| The notebook and cells each have states, here are the possibilities:
+|
+| - Notebook
+|   - Command
+|   - Edit
+| - Cell
+|   - None
+|   - Active (only one can be active)
+|   - Selected (the cells actions are applied to)
+|   - Multiselected (when multiple selected, the cursor)
+|   - No outputs
+|----------------------------------------------------------------------------*/
+
+/* Command or edit modes */
+
+.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-InputPrompt {
+  opacity: var(--jp-cell-prompt-not-active-opacity);
+  color: var(--jp-cell-prompt-not-active-font-color);
+}
+
+.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-OutputPrompt {
+  opacity: var(--jp-cell-prompt-not-active-opacity);
+  color: var(--jp-cell-prompt-not-active-font-color);
+}
+
+/* cell is active */
+.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser {
+  background: var(--jp-brand-color1);
+}
+
+/* cell is dirty */
+.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt {
+  color: var(--jp-warn-color1);
+}
+
+.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt::before {
+  color: var(--jp-warn-color1);
+  content: '•';
+}
+
+.jp-Notebook .jp-Cell.jp-mod-active.jp-mod-dirty .jp-Collapser {
+  background: var(--jp-warn-color1);
+}
+
+/* collapser is hovered */
+.jp-Notebook .jp-Cell .jp-Collapser:hover {
+  box-shadow: var(--jp-elevation-z2);
+  background: var(--jp-brand-color1);
+  opacity: var(--jp-cell-collapser-not-active-hover-opacity);
+}
+
+/* cell is active and collapser is hovered */
+.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser:hover {
+  background: var(--jp-brand-color0);
+  opacity: 1;
+}
+
+/* Command mode */
+
+.jp-Notebook.jp-mod-commandMode .jp-Cell.jp-mod-selected {
+  background: var(--jp-notebook-multiselected-color);
+}
+
+.jp-Notebook.jp-mod-commandMode
+  .jp-Cell.jp-mod-active.jp-mod-selected:not(.jp-mod-multiSelected) {
+  background: transparent;
+}
+
+/* Edit mode */
+
+.jp-Notebook.jp-mod-editMode .jp-Cell.jp-mod-active .jp-InputArea-editor {
+  border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color);
+  box-shadow: var(--jp-input-box-shadow);
+  background-color: var(--jp-cell-editor-active-background);
+}
+
+/*-----------------------------------------------------------------------------
+| Notebook drag and drop
+|----------------------------------------------------------------------------*/
+
+.jp-Notebook-cell.jp-mod-dropSource {
+  opacity: 0.5;
+}
+
+.jp-Notebook-cell.jp-mod-dropTarget,
+.jp-Notebook.jp-mod-commandMode
+  .jp-Notebook-cell.jp-mod-active.jp-mod-selected.jp-mod-dropTarget {
+  border-top-color: var(--jp-private-notebook-selected-color);
+  border-top-style: solid;
+  border-top-width: 2px;
+}
+
+.jp-dragImage {
+  display: block;
+  flex-direction: row;
+  width: var(--jp-private-notebook-dragImage-width);
+  height: var(--jp-private-notebook-dragImage-height);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background);
+  overflow: visible;
+}
+
+.jp-dragImage-singlePrompt {
+  box-shadow: 2px 2px 4px 0 rgba(0, 0, 0, 0.12);
+}
+
+.jp-dragImage .jp-dragImage-content {
+  flex: 1 1 auto;
+  z-index: 2;
+  font-size: var(--jp-code-font-size);
+  font-family: var(--jp-code-font-family);
+  line-height: var(--jp-code-line-height);
+  padding: var(--jp-code-padding);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  background: var(--jp-cell-editor-background-color);
+  color: var(--jp-content-font-color3);
+  text-align: left;
+  margin: 4px 4px 4px 0;
+}
+
+.jp-dragImage .jp-dragImage-prompt {
+  flex: 0 0 auto;
+  min-width: 36px;
+  color: var(--jp-cell-inprompt-font-color);
+  padding: var(--jp-code-padding);
+  padding-left: 12px;
+  font-family: var(--jp-cell-prompt-font-family);
+  letter-spacing: var(--jp-cell-prompt-letter-spacing);
+  line-height: 1.9;
+  font-size: var(--jp-code-font-size);
+  border: var(--jp-border-width) solid transparent;
+}
+
+.jp-dragImage-multipleBack {
+  z-index: -1;
+  position: absolute;
+  height: 32px;
+  width: 300px;
+  top: 8px;
+  left: 8px;
+  background: var(--jp-layout-color2);
+  border: var(--jp-border-width) solid var(--jp-input-border-color);
+  box-shadow: 2px 2px 4px 0 rgba(0, 0, 0, 0.12);
+}
+
+/*-----------------------------------------------------------------------------
+| Cell toolbar
+|----------------------------------------------------------------------------*/
+
+.jp-NotebookTools {
+  display: block;
+  min-width: var(--jp-sidebar-min-width);
+  color: var(--jp-ui-font-color1);
+  background: var(--jp-layout-color1);
+
+  /* This is needed so that all font sizing of children done in ems is
+    * relative to this base size */
+  font-size: var(--jp-ui-font-size1);
+  overflow: auto;
+}
+
+.jp-ActiveCellTool {
+  padding: 12px 0;
+  display: flex;
+}
+
+.jp-ActiveCellTool-Content {
+  flex: 1 1 auto;
+}
+
+.jp-ActiveCellTool .jp-ActiveCellTool-CellContent {
+  background: var(--jp-cell-editor-background);
+  border: var(--jp-border-width) solid var(--jp-cell-editor-border-color);
+  border-radius: 0;
+  min-height: 29px;
+}
+
+.jp-ActiveCellTool .jp-InputPrompt {
+  min-width: calc(var(--jp-cell-prompt-width) * 0.75);
+}
+
+.jp-ActiveCellTool-CellContent > pre {
+  padding: 5px 4px;
+  margin: 0;
+  white-space: normal;
+}
+
+.jp-MetadataEditorTool {
+  flex-direction: column;
+  padding: 12px 0;
+}
+
+.jp-RankedPanel > :not(:first-child) {
+  margin-top: 12px;
+}
+
+.jp-KeySelector select.jp-mod-styled {
+  font-size: var(--jp-ui-font-size1);
+  color: var(--jp-ui-font-color0);
+  border: var(--jp-border-width) solid var(--jp-border-color1);
+}
+
+.jp-KeySelector label,
+.jp-MetadataEditorTool label,
+.jp-NumberSetter label {
+  line-height: 1.4;
+}
+
+.jp-NotebookTools .jp-select-wrapper {
+  margin-top: 4px;
+  margin-bottom: 0;
+}
+
+.jp-NumberSetter input {
+  width: 100%;
+  margin-top: 4px;
+}
+
+.jp-NotebookTools .jp-Collapse {
+  margin-top: 16px;
+}
+
+/*-----------------------------------------------------------------------------
+| Presentation Mode (.jp-mod-presentationMode)
+|----------------------------------------------------------------------------*/
+
+.jp-mod-presentationMode .jp-Notebook {
+  --jp-content-font-size1: var(--jp-content-presentation-font-size1);
+  --jp-code-font-size: var(--jp-code-presentation-font-size);
+}
+
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-InputPrompt,
+.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-OutputPrompt {
+  flex: 0 0 110px;
+}
+
+/*-----------------------------------------------------------------------------
+| Side-by-side Mode (.jp-mod-sideBySide)
+|----------------------------------------------------------------------------*/
+.jp-mod-sideBySide.jp-Notebook .jp-Notebook-cell {
+  margin-top: 3em;
+  margin-bottom: 3em;
+  margin-left: 5%;
+  margin-right: 5%;
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell {
+  display: grid;
+  grid-template-columns: minmax(0, 1fr) min-content minmax(
+      0,
+      var(--jp-side-by-side-output-size)
+    );
+  grid-template-rows: auto minmax(0, 1fr) auto;
+  grid-template-areas:
+    'header header header'
+    'input handle output'
+    'footer footer footer';
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell.jp-mod-resizedCell {
+  grid-template-columns: minmax(0, 1fr) min-content minmax(
+      0,
+      var(--jp-side-by-side-resized-cell)
+    );
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellHeader {
+  grid-area: header;
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-inputWrapper {
+  grid-area: input;
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-outputWrapper {
+  /* overwrite the default margin (no vertical separation needed in side by side move */
+  margin-top: 0;
+  grid-area: output;
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellFooter {
+  grid-area: footer;
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle {
+  grid-area: handle;
+  user-select: none;
+  display: block;
+  height: 100%;
+  cursor: ew-resize;
+  padding: 0 var(--jp-cell-padding);
+}
+
+.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle::after {
+  content: '';
+  display: block;
+  background: var(--jp-border-color2);
+  height: 100%;
+  width: 5px;
+}
+
+.jp-mod-sideBySide.jp-Notebook
+  .jp-CodeCell.jp-mod-resizedCell
+  .jp-CellResizeHandle::after {
+  background: var(--jp-border-color0);
+}
+
+.jp-CellResizeHandle {
+  display: none;
+}
+
+/*-----------------------------------------------------------------------------
+| Placeholder
+|----------------------------------------------------------------------------*/
+
+.jp-Cell-Placeholder {
+  padding-left: 55px;
+}
+
+.jp-Cell-Placeholder-wrapper {
+  background: #fff;
+  border: 1px solid;
+  border-color: #e5e6e9 #dfe0e4 #d0d1d5;
+  border-radius: 4px;
+  -webkit-border-radius: 4px;
+  margin: 10px 15px;
+}
+
+.jp-Cell-Placeholder-wrapper-inner {
+  padding: 15px;
+  position: relative;
+}
+
+.jp-Cell-Placeholder-wrapper-body {
+  background-repeat: repeat;
+  background-size: 50% auto;
+}
+
+.jp-Cell-Placeholder-wrapper-body div {
+  background: #f6f7f8;
+  background-image: -webkit-linear-gradient(
+    left,
+    #f6f7f8 0%,
+    #edeef1 20%,
+    #f6f7f8 40%,
+    #f6f7f8 100%
+  );
+  background-repeat: no-repeat;
+  background-size: 800px 104px;
+  height: 104px;
+  position: absolute;
+  right: 15px;
+  left: 15px;
+  top: 15px;
+}
+
+div.jp-Cell-Placeholder-h1 {
+  top: 20px;
+  height: 20px;
+  left: 15px;
+  width: 150px;
+}
+
+div.jp-Cell-Placeholder-h2 {
+  left: 15px;
+  top: 50px;
+  height: 10px;
+  width: 100px;
+}
+
+div.jp-Cell-Placeholder-content-1,
+div.jp-Cell-Placeholder-content-2,
+div.jp-Cell-Placeholder-content-3 {
+  left: 15px;
+  right: 15px;
+  height: 10px;
+}
+
+div.jp-Cell-Placeholder-content-1 {
+  top: 100px;
+}
+
+div.jp-Cell-Placeholder-content-2 {
+  top: 120px;
+}
+
+div.jp-Cell-Placeholder-content-3 {
+  top: 140px;
+}
+
+</style>
+<style type="text/css">
+/*-----------------------------------------------------------------------------
+| Copyright (c) Jupyter Development Team.
+| Distributed under the terms of the Modified BSD License.
+|----------------------------------------------------------------------------*/
+
+/*
+The following CSS variables define the main, public API for styling JupyterLab.
+These variables should be used by all plugins wherever possible. In other
+words, plugins should not define custom colors, sizes, etc unless absolutely
+necessary. This enables users to change the visual theme of JupyterLab
+by changing these variables.
+
+Many variables appear in an ordered sequence (0,1,2,3). These sequences
+are designed to work well together, so for example, `--jp-border-color1` should
+be used with `--jp-layout-color1`. The numbers have the following meanings:
+
+* 0: super-primary, reserved for special emphasis
+* 1: primary, most important under normal situations
+* 2: secondary, next most important under normal situations
+* 3: tertiary, next most important under normal situations
+
+Throughout JupyterLab, we are mostly following principles from Google's
+Material Design when selecting colors. We are not, however, following
+all of MD as it is not optimized for dense, information rich UIs.
+*/
+
+:root {
+  /* Elevation
+   *
+   * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here:
+   *
+   * https://github.com/material-components/material-components-web
+   * https://material-components-web.appspot.com/elevation.html
+   */
+
+  --jp-shadow-base-lightness: 0;
+  --jp-shadow-umbra-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.2
+  );
+  --jp-shadow-penumbra-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.14
+  );
+  --jp-shadow-ambient-color: rgba(
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    var(--jp-shadow-base-lightness),
+    0.12
+  );
+  --jp-elevation-z0: none;
+  --jp-elevation-z1: 0 2px 1px -1px var(--jp-shadow-umbra-color),
+    0 1px 1px 0 var(--jp-shadow-penumbra-color),
+    0 1px 3px 0 var(--jp-shadow-ambient-color);
+  --jp-elevation-z2: 0 3px 1px -2px var(--jp-shadow-umbra-color),
+    0 2px 2px 0 var(--jp-shadow-penumbra-color),
+    0 1px 5px 0 var(--jp-shadow-ambient-color);
+  --jp-elevation-z4: 0 2px 4px -1px var(--jp-shadow-umbra-color),
+    0 4px 5px 0 var(--jp-shadow-penumbra-color),
+    0 1px 10px 0 var(--jp-shadow-ambient-color);
+  --jp-elevation-z6: 0 3px 5px -1px var(--jp-shadow-umbra-color),
+    0 6px 10px 0 var(--jp-shadow-penumbra-color),
+    0 1px 18px 0 var(--jp-shadow-ambient-color);
+  --jp-elevation-z8: 0 5px 5px -3px var(--jp-shadow-umbra-color),
+    0 8px 10px 1px var(--jp-shadow-penumbra-color),
+    0 3px 14px 2px var(--jp-shadow-ambient-color);
+  --jp-elevation-z12: 0 7px 8px -4px var(--jp-shadow-umbra-color),
+    0 12px 17px 2px var(--jp-shadow-penumbra-color),
+    0 5px 22px 4px var(--jp-shadow-ambient-color);
+  --jp-elevation-z16: 0 8px 10px -5px var(--jp-shadow-umbra-color),
+    0 16px 24px 2px var(--jp-shadow-penumbra-color),
+    0 6px 30px 5px var(--jp-shadow-ambient-color);
+  --jp-elevation-z20: 0 10px 13px -6px var(--jp-shadow-umbra-color),
+    0 20px 31px 3px var(--jp-shadow-penumbra-color),
+    0 8px 38px 7px var(--jp-shadow-ambient-color);
+  --jp-elevation-z24: 0 11px 15px -7px var(--jp-shadow-umbra-color),
+    0 24px 38px 3px var(--jp-shadow-penumbra-color),
+    0 9px 46px 8px var(--jp-shadow-ambient-color);
+
+  /* Borders
+   *
+   * The following variables, specify the visual styling of borders in JupyterLab.
+   */
+
+  --jp-border-width: 1px;
+  --jp-border-color0: var(--md-grey-400);
+  --jp-border-color1: var(--md-grey-400);
+  --jp-border-color2: var(--md-grey-300);
+  --jp-border-color3: var(--md-grey-200);
+  --jp-inverse-border-color: var(--md-grey-600);
+  --jp-border-radius: 2px;
+
+  /* UI Fonts
+   *
+   * The UI font CSS variables are used for the typography all of the JupyterLab
+   * user interface elements that are not directly user generated content.
+   *
+   * The font sizing here is done assuming that the body font size of --jp-ui-font-size1
+   * is applied to a parent element. When children elements, such as headings, are sized
+   * in em all things will be computed relative to that body size.
+   */
+
+  --jp-ui-font-scale-factor: 1.2;
+  --jp-ui-font-size0: 0.83333em;
+  --jp-ui-font-size1: 13px; /* Base font size */
+  --jp-ui-font-size2: 1.2em;
+  --jp-ui-font-size3: 1.44em;
+  --jp-ui-font-family: system-ui, -apple-system, blinkmacsystemfont, 'Segoe UI',
+    helvetica, arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji',
+    'Segoe UI Symbol';
+
+  /*
+   * Use these font colors against the corresponding main layout colors.
+   * In a light theme, these go from dark to light.
+   */
+
+  /* Defaults use Material Design specification */
+  --jp-ui-font-color0: rgba(0, 0, 0, 1);
+  --jp-ui-font-color1: rgba(0, 0, 0, 0.87);
+  --jp-ui-font-color2: rgba(0, 0, 0, 0.54);
+  --jp-ui-font-color3: rgba(0, 0, 0, 0.38);
+
+  /*
+   * Use these against the brand/accent/warn/error colors.
+   * These will typically go from light to darker, in both a dark and light theme.
+   */
+
+  --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1);
+  --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1);
+  --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7);
+  --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5);
+
+  /* Content Fonts
+   *
+   * Content font variables are used for typography of user generated content.
+   *
+   * The font sizing here is done assuming that the body font size of --jp-content-font-size1
+   * is applied to a parent element. When children elements, such as headings, are sized
+   * in em all things will be computed relative to that body size.
+   */
+
+  --jp-content-line-height: 1.6;
+  --jp-content-font-scale-factor: 1.2;
+  --jp-content-font-size0: 0.83333em;
+  --jp-content-font-size1: 14px; /* Base font size */
+  --jp-content-font-size2: 1.2em;
+  --jp-content-font-size3: 1.44em;
+  --jp-content-font-size4: 1.728em;
+  --jp-content-font-size5: 2.0736em;
+
+  /* This gives a magnification of about 125% in presentation mode over normal. */
+  --jp-content-presentation-font-size1: 17px;
+  --jp-content-heading-line-height: 1;
+  --jp-content-heading-margin-top: 1.2em;
+  --jp-content-heading-margin-bottom: 0.8em;
+  --jp-content-heading-font-weight: 500;
+
+  /* Defaults use Material Design specification */
+  --jp-content-font-color0: rgba(0, 0, 0, 1);
+  --jp-content-font-color1: rgba(0, 0, 0, 0.87);
+  --jp-content-font-color2: rgba(0, 0, 0, 0.54);
+  --jp-content-font-color3: rgba(0, 0, 0, 0.38);
+  --jp-content-link-color: var(--md-blue-900);
+  --jp-content-font-family: system-ui, -apple-system, blinkmacsystemfont,
+    'Segoe UI', helvetica, arial, sans-serif, 'Apple Color Emoji',
+    'Segoe UI Emoji', 'Segoe UI Symbol';
+
+  /*
+   * Code Fonts
+   *
+   * Code font variables are used for typography of code and other monospaces content.
+   */
+
+  --jp-code-font-size: 13px;
+  --jp-code-line-height: 1.3077; /* 17px for 13px base */
+  --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */
+  --jp-code-font-family-default: menlo, consolas, 'DejaVu Sans Mono', monospace;
+  --jp-code-font-family: var(--jp-code-font-family-default);
+
+  /* This gives a magnification of about 125% in presentation mode over normal. */
+  --jp-code-presentation-font-size: 16px;
+
+  /* may need to tweak cursor width if you change font size */
+  --jp-code-cursor-width0: 1.4px;
+  --jp-code-cursor-width1: 2px;
+  --jp-code-cursor-width2: 4px;
+
+  /* Layout
+   *
+   * The following are the main layout colors use in JupyterLab. In a light
+   * theme these would go from light to dark.
+   */
+
+  --jp-layout-color0: white;
+  --jp-layout-color1: white;
+  --jp-layout-color2: var(--md-grey-200);
+  --jp-layout-color3: var(--md-grey-400);
+  --jp-layout-color4: var(--md-grey-600);
+
+  /* Inverse Layout
+   *
+   * The following are the inverse layout colors use in JupyterLab. In a light
+   * theme these would go from dark to light.
+   */
+
+  --jp-inverse-layout-color0: #111;
+  --jp-inverse-layout-color1: var(--md-grey-900);
+  --jp-inverse-layout-color2: var(--md-grey-800);
+  --jp-inverse-layout-color3: var(--md-grey-700);
+  --jp-inverse-layout-color4: var(--md-grey-600);
+
+  /* Brand/accent */
+
+  --jp-brand-color0: var(--md-blue-900);
+  --jp-brand-color1: var(--md-blue-700);
+  --jp-brand-color2: var(--md-blue-300);
+  --jp-brand-color3: var(--md-blue-100);
+  --jp-brand-color4: var(--md-blue-50);
+  --jp-accent-color0: var(--md-green-900);
+  --jp-accent-color1: var(--md-green-700);
+  --jp-accent-color2: var(--md-green-300);
+  --jp-accent-color3: var(--md-green-100);
+
+  /* State colors (warn, error, success, info) */
+
+  --jp-warn-color0: var(--md-orange-900);
+  --jp-warn-color1: var(--md-orange-700);
+  --jp-warn-color2: var(--md-orange-300);
+  --jp-warn-color3: var(--md-orange-100);
+  --jp-error-color0: var(--md-red-900);
+  --jp-error-color1: var(--md-red-700);
+  --jp-error-color2: var(--md-red-300);
+  --jp-error-color3: var(--md-red-100);
+  --jp-success-color0: var(--md-green-900);
+  --jp-success-color1: var(--md-green-700);
+  --jp-success-color2: var(--md-green-300);
+  --jp-success-color3: var(--md-green-100);
+  --jp-info-color0: var(--md-cyan-900);
+  --jp-info-color1: var(--md-cyan-700);
+  --jp-info-color2: var(--md-cyan-300);
+  --jp-info-color3: var(--md-cyan-100);
+
+  /* Cell specific styles */
+
+  --jp-cell-padding: 5px;
+  --jp-cell-collapser-width: 8px;
+  --jp-cell-collapser-min-height: 20px;
+  --jp-cell-collapser-not-active-hover-opacity: 0.6;
+  --jp-cell-editor-background: var(--md-grey-100);
+  --jp-cell-editor-border-color: var(--md-grey-300);
+  --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300);
+  --jp-cell-editor-active-background: var(--jp-layout-color0);
+  --jp-cell-editor-active-border-color: var(--jp-brand-color1);
+  --jp-cell-prompt-width: 64px;
+  --jp-cell-prompt-font-family: var(--jp-code-font-family-default);
+  --jp-cell-prompt-letter-spacing: 0;
+  --jp-cell-prompt-opacity: 1;
+  --jp-cell-prompt-not-active-opacity: 0.5;
+  --jp-cell-prompt-not-active-font-color: var(--md-grey-700);
+
+  /* A custom blend of MD grey and blue 600
+   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
+  --jp-cell-inprompt-font-color: #307fc1;
+
+  /* A custom blend of MD grey and orange 600
+   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */
+  --jp-cell-outprompt-font-color: #bf5b3d;
+
+  /* Notebook specific styles */
+
+  --jp-notebook-padding: 10px;
+  --jp-notebook-select-background: var(--jp-layout-color1);
+  --jp-notebook-multiselected-color: var(--md-blue-50);
+
+  /* The scroll padding is calculated to fill enough space at the bottom of the
+  notebook to show one single-line cell (with appropriate padding) at the top
+  when the notebook is scrolled all the way to the bottom. We also subtract one
+  pixel so that no scrollbar appears if we have just one single-line cell in the
+  notebook. This padding is to enable a 'scroll past end' feature in a notebook.
+  */
+  --jp-notebook-scroll-padding: calc(
+    100% - var(--jp-code-font-size) * var(--jp-code-line-height) -
+      var(--jp-code-padding) - var(--jp-cell-padding) - 1px
+  );
+
+  /* Rendermime styles */
+
+  --jp-rendermime-error-background: #fdd;
+  --jp-rendermime-table-row-background: var(--md-grey-100);
+  --jp-rendermime-table-row-hover-background: var(--md-light-blue-50);
+
+  /* Dialog specific styles */
+
+  --jp-dialog-background: rgba(0, 0, 0, 0.25);
+
+  /* Console specific styles */
+
+  --jp-console-padding: 10px;
+
+  /* Toolbar specific styles */
+
+  --jp-toolbar-border-color: var(--jp-border-color1);
+  --jp-toolbar-micro-height: 8px;
+  --jp-toolbar-background: var(--jp-layout-color1);
+  --jp-toolbar-box-shadow: 0 0 2px 0 rgba(0, 0, 0, 0.24);
+  --jp-toolbar-header-margin: 4px 4px 0 4px;
+  --jp-toolbar-active-background: var(--md-grey-300);
+
+  /* Statusbar specific styles */
+
+  --jp-statusbar-height: 24px;
+
+  /* Input field styles */
+
+  --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300);
+  --jp-input-active-background: var(--jp-layout-color1);
+  --jp-input-hover-background: var(--jp-layout-color1);
+  --jp-input-background: var(--md-grey-100);
+  --jp-input-border-color: var(--jp-inverse-border-color);
+  --jp-input-active-border-color: var(--jp-brand-color1);
+  --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3);
+
+  /* General editor styles */
+
+  --jp-editor-selected-background: #d9d9d9;
+  --jp-editor-selected-focused-background: #d7d4f0;
+  --jp-editor-cursor-color: var(--jp-ui-font-color0);
+
+  /* Code mirror specific styles */
+
+  --jp-mirror-editor-keyword-color: #008000;
+  --jp-mirror-editor-atom-color: #88f;
+  --jp-mirror-editor-number-color: #080;
+  --jp-mirror-editor-def-color: #00f;
+  --jp-mirror-editor-variable-color: var(--md-grey-900);
+  --jp-mirror-editor-variable-2-color: rgb(0, 54, 109);
+  --jp-mirror-editor-variable-3-color: #085;
+  --jp-mirror-editor-punctuation-color: #05a;
+  --jp-mirror-editor-property-color: #05a;
+  --jp-mirror-editor-operator-color: #a2f;
+  --jp-mirror-editor-comment-color: #408080;
+  --jp-mirror-editor-string-color: #ba2121;
+  --jp-mirror-editor-string-2-color: #708;
+  --jp-mirror-editor-meta-color: #a2f;
+  --jp-mirror-editor-qualifier-color: #555;
+  --jp-mirror-editor-builtin-color: #008000;
+  --jp-mirror-editor-bracket-color: #997;
+  --jp-mirror-editor-tag-color: #170;
+  --jp-mirror-editor-attribute-color: #00c;
+  --jp-mirror-editor-header-color: blue;
+  --jp-mirror-editor-quote-color: #090;
+  --jp-mirror-editor-link-color: #00c;
+  --jp-mirror-editor-error-color: #f00;
+  --jp-mirror-editor-hr-color: #999;
+
+  /*
+    RTC user specific colors.
+    These colors are used for the cursor, username in the editor,
+    and the icon of the user.
+  */
+
+  --jp-collaborator-color1: #ffad8e;
+  --jp-collaborator-color2: #dac83d;
+  --jp-collaborator-color3: #72dd76;
+  --jp-collaborator-color4: #00e4d0;
+  --jp-collaborator-color5: #45d4ff;
+  --jp-collaborator-color6: #e2b1ff;
+  --jp-collaborator-color7: #ff9de6;
+
+  /* Vega extension styles */
+
+  --jp-vega-background: white;
+
+  /* Sidebar-related styles */
+
+  --jp-sidebar-min-width: 250px;
+
+  /* Search-related styles */
+
+  --jp-search-toggle-off-opacity: 0.5;
+  --jp-search-toggle-hover-opacity: 0.8;
+  --jp-search-toggle-on-opacity: 1;
+  --jp-search-selected-match-background-color: rgb(245, 200, 0);
+  --jp-search-selected-match-color: black;
+  --jp-search-unselected-match-background-color: var(
+    --jp-inverse-layout-color0
+  );
+  --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0);
+
+  /* Icon colors that work well with light or dark backgrounds */
+  --jp-icon-contrast-color0: var(--md-purple-600);
+  --jp-icon-contrast-color1: var(--md-green-600);
+  --jp-icon-contrast-color2: var(--md-pink-600);
+  --jp-icon-contrast-color3: var(--md-blue-600);
+
+  /* Button colors */
+  --jp-accept-color-normal: var(--md-blue-700);
+  --jp-accept-color-hover: var(--md-blue-800);
+  --jp-accept-color-active: var(--md-blue-900);
+  --jp-warn-color-normal: var(--md-red-700);
+  --jp-warn-color-hover: var(--md-red-800);
+  --jp-warn-color-active: var(--md-red-900);
+  --jp-reject-color-normal: var(--md-grey-600);
+  --jp-reject-color-hover: var(--md-grey-700);
+  --jp-reject-color-active: var(--md-grey-800);
+
+  /* File or activity icons and switch semantic variables */
+  --jp-jupyter-icon-color: #f37626;
+  --jp-notebook-icon-color: #f37626;
+  --jp-json-icon-color: var(--md-orange-700);
+  --jp-console-icon-background-color: var(--md-blue-700);
+  --jp-console-icon-color: white;
+  --jp-terminal-icon-background-color: var(--md-grey-800);
+  --jp-terminal-icon-color: var(--md-grey-200);
+  --jp-text-editor-icon-color: var(--md-grey-700);
+  --jp-inspector-icon-color: var(--md-grey-700);
+  --jp-switch-color: var(--md-grey-400);
+  --jp-switch-true-position-color: var(--md-orange-900);
+}
+</style>
+<style type="text/css">
+a.anchor-link {
+   display: none;
+}
+.highlight  {
+    margin: 0.4em;
+}
+.jp-Notebook {
+    padding: 0;
+}
+:root {
+    --jp-ui-font-size1: 20px;       /* instead of 14px */
+    --jp-content-font-size1: 20px;  /* instead of 14px */
+    --jp-code-font-size: 19px;      /* instead of 13px */
+    --jp-cell-prompt-width: 110px;  /* instead of 64px */
+}
+@media print {
+  body {
+    margin: 0;
+  }
+}
+</style>
+<style type="text/css">
+/* Overrides of notebook CSS for static HTML export */
+.reveal {
+  font-size: 160%;
+}
+.reveal table {
+  font-size: var(--jp-ui-font-size1);
+}
+.reveal pre {
+  width: inherit;
+  padding: 0.4em;
+  margin: 0px;
+  font-family: monospace, sans-serif;
+  font-size: 80%;
+  box-shadow: 0px 0px 0px rgba(0, 0, 0, 0);
+}
+.reveal pre code {
+  padding: 0px;
+}
+.reveal section img {
+  border: 0px solid black;
+  box-shadow: 0 0 10px rgba(0, 0, 0, 0);
+}
+.reveal .slides {
+  text-align: left;
+}
+.reveal.fade {
+  opacity: 1;
+}
+.reveal .progress {
+  position: static;
+}
+
+div.jp-InputArea-editor {
+  padding: 0.06em;
+}
+
+div.code_cell {
+  background-color: transparent;
+}
+
+div.output_area pre {
+  font-family: monospace, sans-serif;
+  font-size: 80%;
+}
+
+div.jp-OutputPrompt {
+  /* 5px right shift to account for margin in parent container */
+  margin: 5px 5px 0 0;
+}
+
+.reveal div.highlight {
+  margin: 0;
+}
+
+.reveal div.highlight > pre {
+  margin: 0;
+  width: 100%;
+  font-size: var(--jp-code-font-size);
+}
+
+.reveal div.jp-OutputArea-output > pre {
+  margin: 0;
+  width: 90%;
+  font-size: var(--jp-code-font-size);
+  box-shadow: none;
+}
+
+main {
+  height: 100%;
+}
+
+/* Reveal navigation controls */
+
+.reveal .controls .navigate-left,
+.reveal .controls .navigate-left.enabled {
+  border-right-color: #727272;
+}
+.reveal .controls .navigate-left.enabled:hover,
+.reveal .controls .navigate-left.enabled.enabled:hover {
+  border-right-color: #dfdfdf;
+}
+.reveal .controls .navigate-right,
+.reveal .controls .navigate-right.enabled {
+  border-left-color: #727272;
+}
+.reveal .controls .navigate-right.enabled:hover,
+.reveal .controls .navigate-right.enabled.enabled:hover {
+  border-left-color: #dfdfdf;
+}
+.reveal .controls .navigate-up,
+.reveal .controls .navigate-up.enabled {
+  border-bottom-color: #727272;
+}
+.reveal .controls .navigate-up.enabled:hover,
+.reveal .controls .navigate-up.enabled.enabled:hover {
+  border-bottom-color: #dfdfdf;
+}
+.reveal .controls .navigate-down,
+.reveal .controls .navigate-down.enabled {
+  border-top-color: #727272;
+}
+.reveal .controls .navigate-down.enabled:hover,
+.reveal .controls .navigate-down.enabled.enabled:hover {
+  border-top-color: #dfdfdf;
+}
+.reveal .progress span {
+  background: #727272;
+}
+
+/* Scrollbars */
+
+::-webkit-scrollbar {
+  width: 6px;
+  height: 6px;
+}
+::-webkit-scrollbar * {
+  background: transparent;
+}
+::-webkit-scrollbar-thumb {
+  background: #727272 !important;
+}
+</style>
+<!-- Load mathjax -->
+<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/latest.js?config=TeX-AMS_CHTML-full,Safe"> </script>
+<!-- MathJax configuration -->
+<script type="text/x-mathjax-config">
+    init_mathjax = function() {
+        if (window.MathJax) {
+        // MathJax loaded
+            MathJax.Hub.Config({
+                TeX: {
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+                    autoNumber: "AMS",
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+<h1 id="PyData-London-Aug-2026">PyData London<small> Aug 2026</small><a class="anchor-link" href="#PyData-London-Aug-2026">¶</a></h1><h3 id="109th-Meetup,-hosted-by-Man-Group">109th Meetup, hosted by Man Group<a class="anchor-link" href="#109th-Meetup,-hosted-by-Man-Group">¶</a></h3><h3 id="@pydatalondon.bsky.social"><a href="https://bsky.app/profile/pydatalondon.bsky.social">@pydatalondon.bsky.social</a><a class="anchor-link" href="#@pydatalondon.bsky.social">¶</a></h3>
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+<h2 id="PyData-Code-of-Conduct">PyData Code of Conduct<a class="anchor-link" href="#PyData-Code-of-Conduct">¶</a></h2><h3 id="Be-thoughtful.-Be-kind-to-each-other.">Be thoughtful. Be kind to each other.<a class="anchor-link" href="#Be-thoughtful.-Be-kind-to-each-other.">¶</a></h3><p><strong><a href="https://pydata.org/code-of-conduct/">https://pydata.org/code-of-conduct/</a></strong></p>
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+<h2 id="PyData">PyData<a class="anchor-link" href="#PyData">¶</a></h2><ul>
+<li>Educational program of <strong>NumFOCUS</strong> — the charity behind NumPy, pandas, Jupyter and friends</li>
+<li>A global community: <strong>121 groups across 51 countries</strong> on Meetup (plus more off-platform)</li>
+<li><strong>209,000+ members</strong> worldwide</li>
+<li><a href="https://www.meetup.com/pro/pydata/">https://www.meetup.com/pro/pydata/</a>  ·  <a href="https://numfocus.org">https://numfocus.org</a></li>
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+<img alt="UK PyData map" height="400" src="../utils/images/pydata-map-hugh.png" width="600"/>
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+<h2 id="PyData-Meetups-in-UK">PyData Meetups in UK<a class="anchor-link" href="#PyData-Meetups-in-UK">¶</a></h2>
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+<h2 id="PyData-London">PyData London<a class="anchor-link" href="#PyData-London">¶</a></h2><ul>
+<li><strong>16,456 members</strong> and growing — monthly meetup + annual conference</li>
+<li>All run by volunteers</li>
+<li>Propose a talk: <a href="https://london.pydata.org/submit-a-talk/">https://london.pydata.org/submit-a-talk/</a></li>
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+<h2 id="Thank-our-sponsor----MAN-Group">Thank our sponsor -- MAN Group<a class="anchor-link" href="#Thank-our-sponsor----MAN-Group">¶</a></h2>
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+</div>
+</div>
+</div>
+</div>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
+<ol>
+<li>The world's largest publicly traded hedge fund company</li>
+<li>Lots of open positions in both tech and research!</li>
+<li>Sponsors <strong>PyData London</strong> ❤️❤️❤️</li>
+</ol>
+</div>
+</div>
+</div>
+</div></section></section><section><section>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
+<h2 id="PyData-London-is-Growing-%F0%9F%9A%80">PyData London is Growing 🚀<a class="anchor-link" href="#PyData-London-is-Growing-%F0%9F%9A%80">¶</a></h2><p><strong>A new chapter for our meetup</strong></p>
+<div style="display:flex; gap:40px;">
+<div style="flex:1;">
+<h3 id="%E2%9D%A4%EF%B8%8F-Thank-You,-Man-Group">❤️ Thank You, Man Group<a class="anchor-link" href="#%E2%9D%A4%EF%B8%8F-Thank-You,-Man-Group">¶</a></h3><ul>
+<li>Hosted PyData London for many years</li>
+<li>Continues as our sponsor</li>
+<li>Huge thanks for supporting our community</li>
+</ul>
+<br/>
+<br/>
+<br/>
+<h3 id="%F0%9F%93%88-We've-Outgrown-Our-Home">📈 We've Outgrown Our Home<a class="anchor-link" href="#%F0%9F%93%88-We've-Outgrown-Our-Home">¶</a></h3><ul>
+<li><strong>100-seat venue</strong></li>
+<li><strong>50–100 people</strong> on the waiting list</li>
+<li><strong>185</strong> waiting for our 100th meetup!</li>
+<li>Time for a bigger home</li>
+</ul>
+</div>
+<div style="flex:1;">
+<h3 id="%F0%9F%94%8D-Looking-for-a-New-Venue">🔍 Looking for a New Venue<a class="anchor-link" href="#%F0%9F%94%8D-Looking-for-a-New-Venue">¶</a></h3><p><strong>Ideal venue</strong></p>
+<ul>
+<li>Central London</li>
+<li>150–250 seats</li>
+<li>6:30–9:00 pm availability</li>
+<li>Projector &amp; AV</li>
+</ul>
+<br/>
+<h3 id="%F0%9F%A4%9D-Can-You-Help?">🤝 Can You Help?<a class="anchor-link" href="#%F0%9F%A4%9D-Can-You-Help?">¶</a></h3><ul>
+<li>Reviewing several options now</li>
+<li>Know a suitable venue?</li>
+<li><strong>Come chat with us after the meetup!</strong></li>
+</ul>
+<br/>
+<h3 id="%F0%9F%93%8D-September-Meetup">📍 September Meetup<a class="anchor-link" href="#%F0%9F%93%8D-September-Meetup">¶</a></h3><p><strong>Venue announcement coming soon.</strong></p>
+</div>
+</div>
+</div>
+</div>
+</div>
+</div></section></section><section><section>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
+<h2 id="UK-PyData-Meetups-Updates-%E2%80%94-Aug-&amp;-Sept-2026">UK PyData Meetups Updates — Aug &amp; Sept 2026<a class="anchor-link" href="#UK-PyData-Meetups-Updates-%E2%80%94-Aug-&amp;-Sept-2026">¶</a></h2><ul>
+<li><strong>Thu 27 Aug</strong> — PyData Cornall <em>(PyData Cornwall - Summer Social 2026)</em></li>
+<li><strong>Tue 22 Sept</strong> — PyData Leeds <em>(Leeds Digital Festival '26)</em></li>
+</ul>
+</div>
+</div>
+</div>
+</div></section></section><section><section>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
+<h2 id="Upcoming-Conferences">Upcoming Conferences<a class="anchor-link" href="#Upcoming-Conferences">¶</a></h2><h3 id="Courtesy-of-https://pythondeadlin.es/">Courtesy of <a href="https://pythondeadlin.es/">https://pythondeadlin.es/</a><a class="anchor-link" href="#Courtesy-of-https://pythondeadlin.es/">¶</a></h3>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noInput">
+<div class="jp-Cell-outputWrapper">
+<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser">
+</div>
+<div class="jp-OutputArea jp-Cell-outputArea">
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+<div class="jp-RenderedHTMLCommon jp-RenderedHTML jp-OutputArea-output jp-OutputArea-executeResult" data-mime-type="text/html" tabindex="0">
+<iframe allowfullscreen="" frameborder="0" height="600" src="https://pythondeadlin.es/" width="1024"></iframe>
+</div>
+</div>
+</div>
+</div>
+</div></section></section><section><section>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
+<h2 id="Since-We-Last-Met----wider-Python-community-updates">Since We Last Met -- wider Python community updates<a class="anchor-link" href="#Since-We-Last-Met----wider-Python-community-updates">¶</a></h2><h3 id="%F0%9F%90%8D-Python-3.15-Beta-Finalised">🐍 <strong>Python 3.15 Beta Finalised</strong><a class="anchor-link" href="#%F0%9F%90%8D-Python-3.15-Beta-Finalised">¶</a></h3><p>The Python 3.15.0b4 release contains roughly 298 bugfixes, build improvements, and documentation updates. The feature set remains frozen as the development team shifts focus toward the first release candidate, targeting zero ABI changes going forward</p>
+<p><a href="https://www.python.org/downloads/release/python-3150b4/">https://www.python.org/downloads/release/python-3150b4/</a></p>
+<h3 id="%F0%9F%87%AA%F0%9F%87%BA-EuroPython-26-wrapped-up-its-annual-gathering-in-Krak%C3%B3w,-Poland-(13%E2%80%9319-July)">🇪🇺 EuroPython 26 wrapped up its annual gathering in Kraków, Poland (13–19 July)<a class="anchor-link" href="#%F0%9F%87%AA%F0%9F%87%BA-EuroPython-26-wrapped-up-its-annual-gathering-in-Krak%C3%B3w,-Poland-(13%E2%80%9319-July)">¶</a></h3><p>Keynote talks are available on Youtube!</p>
+</div>
+</div>
+</div>
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noInput">
+<div class="jp-Cell-outputWrapper">
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" width="350"/>
+</div>
+</div>
+</div>
+</div>
+</div></section></section><section><section>
+<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">
+<div class="jp-Cell-inputWrapper" tabindex="0">
+<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser">
+</div>
+<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown">
+<h2 id="Tonight's-Schedule">Tonight's Schedule<a class="anchor-link" href="#Tonight's-Schedule">¶</a></h2><ul>
+<li><strong>18:30</strong> Doors open</li>
+<li><strong>19:00</strong> Introduction &lt;- <strong>YOU ARE HERE</strong></li>
+<li><strong>19:15</strong> Main Talk &amp; Q&amp;A -&gt; <em>RAG Is Dead, Long Live GraphRAG!</em> - <strong>Sefik Serengil</strong></li>
+<li><strong>19:45</strong> Community Announcement + Break + Networking</li>
+<li><strong>20:15</strong> ⚡️Lightning Talk #1 -&gt; <em>AI on the NHS: Can federated learning preserve patient privacy?</em> - <strong>Rafael Garcia-Dias</strong></li>
+<li><strong>20:20</strong> ⚡️Lightning Talk #2 -&gt; <em>The Hardest Word to Translate: Teaching Machine Translation to Say "You" in Korean</em> - <strong>Chaerin Kwon</strong></li>
+<li><strong>20:25</strong> ⚡️Lightning Talk #3 -&gt; <em>Emily - An Open Source Information Retrieval System</em> - <strong>Peter Bleackley</strong></li>
+<li><strong>20:30</strong> We're done -&gt; The Banker</li>
+</ul>
+</div>
+</div>
+</div>
+</div></section></section>
+</div>
+</div>
+</main>
+</body>
+<script>
+require(
+    {
+      // it makes sense to wait a little bit when you are loading
+      // reveal from a cdn in a slow connection environment
+      waitSeconds: 15
+    },
+    [
+      "https://unpkg.com/reveal.js@4.0.2/dist/reveal.js",
+      "https://unpkg.com/reveal.js@4.0.2/plugin/notes/notes.js"
+    ],
+
+    function(Reveal, RevealNotes){
+        // Full list of configuration options available here: https://github.com/hakimel/reveal.js#configuration
+        Reveal.initialize({
+            controls: true,
+            progress: true,
+            history: true,
+            transition: "slide",
+            slideNumber: "",
+            plugins: [RevealNotes]
+        });
+
+        var update = function(event){
+          if(MathJax.Hub.getAllJax(Reveal.getCurrentSlide())){
+            MathJax.Hub.Rerender(Reveal.getCurrentSlide());
+          }
+        };
+
+        Reveal.addEventListener('slidechanged', update);
+
+        function setScrollingSlide() {
+            var scroll = false
+            if (scroll === true) {
+              var h = $('.reveal').height() * 0.95;
+              $('section.present').find('section')
+                .filter(function() {
+                  return $(this).height() > h;
+                })
+                .css('height', 'calc(95vh)')
+                .css('overflow-y', 'scroll')
+                .css('margin-top', '20px');
+            }
+        }
+
+        // check and set the scrolling slide every time the slide change
+        Reveal.addEventListener('slidechanged', setScrollingSlide);
+    }
+);
+</script>
+</html>
diff --git a/2026-08-04_PyData-News-Aug-2026/custom.css b/2026-08-04_PyData-News-Aug-2026/custom.css
new file mode 120000
index 0000000..416a96e
--- /dev/null
+++ b/2026-08-04_PyData-News-Aug-2026/custom.css
@@ -0,0 +1 @@
+../static/css/slides-headings.css
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diff --git a/2026-08-04_PyData-News-Aug-2026/euro_python_26_keynote.png b/2026-08-04_PyData-News-Aug-2026/euro_python_26_keynote.png
new file mode 100644
index 0000000..d6b4f89
Binary files /dev/null and b/2026-08-04_PyData-News-Aug-2026/euro_python_26_keynote.png differ
diff --git a/2026-08-04_PyData-News-Aug-2026/styles/custom.css b/2026-08-04_PyData-News-Aug-2026/styles/custom.css
new file mode 120000
index 0000000..b1d3a75
--- /dev/null
+++ b/2026-08-04_PyData-News-Aug-2026/styles/custom.css
@@ -0,0 +1 @@
+../../static/css/slides-base.css
\ No newline at end of file