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Update main#70

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CfM47 merged 208 commits into
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Jan 10, 2026
Merged

Update main#70
CfM47 merged 208 commits into
mainfrom
dev

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@CfM47 CfM47 commented Jan 10, 2026

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dhc667 and others added 30 commits November 15, 2025 08:58
…ncies

Feat/add pytorch and pillow dependencies
feat: add basic scaffolding, simple cnn approach for classification
…ing model I/O, dataset management, and data augmentation.
feat: Update auto_ml components, main script, and tests.
Introduced AutoencoderMaskEvaluator for mask distribution matching using a convolutional autoencoder and One-Class SVM. Added MaskAutoencoder model for 3D latent embedding of 512x512 masks. Integrated the new evaluator into main.py and provided unit tests for both the autoencoder and evaluator.

Co-Authored-By: Jossué Arteche Muñoz <127993286+CfM47@users.noreply.github.com>
Co-Authored-By: Diego Viera Martínez <121518360+DiegoViera1511@users.noreply.github.com>
Co-Authored-By: Luis Alejandro Arteaga <luisalejandroarteagamorales@gmail.com>
Co-Authored-By: Darío Hernández Cubilla <dariohcvg@gmail.com>
Co-Authored-By: Pablo Gómez <123096717+theleywin@users.noreply.github.com>
CfM47 and others added 29 commits January 8, 2026 11:08
feat(notebooks): update data exploration with training dataset
hotfix(report): some minor changes
@CfM47 CfM47 merged commit 5ba7d0d into main Jan 10, 2026
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8 participants