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Switch from Keras to PyTorch - #24

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Aug 14, 2026

Commits on Jan 13, 2026
- Add material requirements for the training
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Commits on Feb 4, 2026
- Add PyTorch MNIST example
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- Merge pull request #22 from gjbex/feature/pytorch
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- Initial plan
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- Fix typo in PyTorch notebook
  
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- Replace torch.accelerator with standard CUDA detection for better compatibility
  
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- Merge pull request #23 from gjbex/copilot/check-notebook-issues
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- Add PINN examples
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- Fix PyTorch issues to improve stability
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Commits on Feb 6, 2026
- Clean up file
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  772e0ad
- Add Pytorch Lightning example
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Commits on Feb 17, 2026
- Add notebook introducing PyTorch tensors
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- Add section on gradients
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Commits on Mar 17, 2026
- Update README
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- Improve formatting
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Commits on Apr 9, 2026
- Add information on required Python skills
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Commits on Apr 29, 2026
- Document software and access requirements
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Commits on Aug 5, 2026
- Add training metadata
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- Add Keras->PyTorch migration plan and Lightning addition
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Commits on Aug 11, 2026
- Add PyTorch MNIST multilayer percepttron example
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- Improve methodology
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Commits on Aug 12, 2026
- Add output for the long-running experiments
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- Eliminate use of global device and pin_memory in functions
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- Modernize CNN example
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- Rename CNN notebook for consistency
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- Remove Keras references from PyTorch version
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- Add evaluation of full experiments
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- Add PyTorch version of MNist data exploration notebook
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Commits on Aug 13, 2026
- Move non-framework specific conceptual notebooks to top level
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- Make notebook framework-independent
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- Move RNN material to the optional section
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  ffcf89a
- Transition from Keras to PyTorch
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- Adapt environment for PyTorch
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- Add explicit Keras environments
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- Remove stale environment specs file
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  f55a075
- Update training metadata
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  5e43691
- Fix learning outcome labels
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  3311e53

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Commits on Aug 13, 2026