Switch from Keras to PyTorch - #24

Merged

gjbex merged 37 commits into

Aug 14, 2026

Commits on Jan 13, 2026

Add material requirements for the training
gjbex
committed
3f293ff

Commits on Feb 4, 2026

Add PyTorch MNIST example
gjbex
committed
f2bee0f
Merge pull request #22 from gjbex/feature/pytorch
gjbex
authored
6d0dba4
Initial plan
Copilot
committed
0849b1b
Fix typo in PyTorch notebook

Copilot
and
gjbex
committed
20d2511
Replace torch.accelerator with standard CUDA detection for better compatibility

Copilot
and
gjbex
committed
5b9005b
Merge pull request #23 from gjbex/copilot/check-notebook-issues
gjbex
authored
d03cb16
Add PINN examples
gjbex
committed
9de4552
Fix PyTorch issues to improve stability
gjbex
committed
80b411e

Commits on Feb 6, 2026

Clean up file
gjbex
committed
772e0ad
Add Pytorch Lightning example
gjbex
committed
4b9b1aa

Commits on Feb 17, 2026

Add notebook introducing PyTorch tensors
gjbex
committed
26e8df6
Add section on gradients
gjbex
committed
7ccd486

Commits on Mar 17, 2026

Update README
gjbex
committed
f84238d
Improve formatting
gjbex
committed
dac96b9

Commits on Apr 9, 2026

Add information on required Python skills
gjbex
committed
fd4d876

Commits on Apr 29, 2026

Document software and access requirements
gjbex
committed
2b6c927

Commits on Aug 5, 2026

Add training metadata
gjbex
committed
dc6c70c
Add Keras->PyTorch migration plan and Lightning addition
gjbex
committed
db25475

Commits on Aug 11, 2026

Add PyTorch MNIST multilayer percepttron example
gjbex
committed
751e67d
Improve methodology
gjbex
committed
29978fd

Commits on Aug 12, 2026

Add output for the long-running experiments
gjbex
committed
2d4c0ab
Eliminate use of global device and pin_memory in functions
gjbex
committed
05ff41a
Modernize CNN example
gjbex
committed
a8c02bd
Rename CNN notebook for consistency
gjbex
committed
c94c1af
Remove Keras references from PyTorch version
gjbex
committed
ae98049
Add evaluation of full experiments
gjbex
committed
2cc8581
Add PyTorch version of MNist data exploration notebook
gjbex
committed
3dde048

Commits on Aug 13, 2026

Move non-framework specific conceptual notebooks to top level
gjbex
committed
b46c9c2
Make notebook framework-independent
gjbex
committed
81ddbca
Move RNN material to the optional section
gjbex
committed
ffcf89a
Transition from Keras to PyTorch
gjbex
committed
8ac5d27
Adapt environment for PyTorch
gjbex
committed
501c7f4
Add explicit Keras environments
gjbex
committed
b5decf7
Remove stale environment specs file
gjbex
committed
f55a075
Update training metadata
gjbex
committed
5e43691
Fix learning outcome labels
gjbex
committed
3311e53