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RaykKretzschmar / Spectra2Prop Public

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Implement Grad-CAM explainability and tests - #3

#3

Merged

RaykKretzschmar merged 36 commits into

mainRaykKretzschmar/Spectra2Prop:mainfrom

dev-RaykKretzschmar/Spectra2Prop:dev-Copy head branch name to clipboard

Dec 9, 2025

Conversation Commits36 (36)Checks Files changed

Merged

Implement Grad-CAM explainability and tests#3
RaykKretzschmar merged 36 commits into
mainfrom
dev-

Commits

Commits on Dec 8, 2025

Add 1D Grad-CAM utility for spectral interpretability
RaykKretzschmar
authored
Add Grad-CAM tests and update notebook
RaykKretzschmar
authored
Add Grad-CAM tests and update notebook
RaykKretzschmar
authored
fix: make hook registration test robust against private attributes
RaykKretzschmar
authored
fix: remove broken import and fix DataLoader name error
RaykKretzschmar
authored
fix: remove redundant import in dataloader tests
RaykKretzschmar
authored
Fix remove_hooks formatting and logic
RaykKretzschmar
authored
Add missing import and trigger CI
RaykKretzschmar
authored
Fix CI PyTorch compatibility
RaykKretzschmar
authored
Fix syntax error in test_explainability.py docstrings
RaykKretzschmar
authored
fix: separate GradCAM1D instantiation from assertion in `test_hooks_registration`.
RaykKretzschmar
committed
remove comment
RaykKretzschmar
committed
fix: update CI test `PYTHONPATH`.
RaykKretzschmar
committed
refactor: manage PyTorch hooks by storing and explicitly removing handles for proper cleanup.
RaykKretzschmar
committed
fix: make normalization logic more robust

RaykKretzschmar
and
Copilot
authored

Commits on Dec 9, 2025

fix: length of handles should be exactly 2

RaykKretzschmar
and
Copilot
authored
fix: auto pass if exception

RaykKretzschmar
and
Copilot
authored
fix: remove unused import

RaykKretzschmar
and
Copilot
authored
fix: remove unused import numpy

RaykKretzschmar
and
Copilot
authored
fix: use correct parameter for SpectralCNN

RaykKretzschmar
and
Copilot
authored
Initial plan
Copilot
committed
refactor: Update explainability utility to destructure model output and use logits for target score calculation.
RaykKretzschmar
committed
test: add test case for automatic class selection in generate_heatmap

Copilot
and
RaykKretzschmar
committed
fix: remove unpacking of model output
RaykKretzschmar
committed
Merge pull request #4 from RaykKretzschmar/copilot/sub-pr-3
RaykKretzschmar
authored
fix: add numpy import
RaykKretzschmar
committed
style: Add blank line in dataloader.py for improved readability.
RaykKretzschmar
committed
Initial plan
Copilot
committed
feat: accept output tensor or tuple

RaykKretzschmar
and
Copilot
authored
Add tearDown method to clean up GradCAM hooks in tests

Copilot
and
RaykKretzschmar
committed
refactor: exclude test_remove_hooks_api from tearDown tracking

Copilot
and
RaykKretzschmar
committed
Merge pull request #5 from RaykKretzschmar/copilot/sub-pr-3-again
RaykKretzschmar
authored
Initial plan
Copilot
committed
feat: update DummySpectralCNN and GradCAM1D to handle tuple output

Copilot
and
RaykKretzschmar
committed
docs: improve comment clarity in DummySpectralCNN

Copilot
and
RaykKretzschmar
committed
Merge pull request #7 from RaykKretzschmar/copilot/sub-pr-3-yet-again
RaykKretzschmar
authored

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