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Refactor dataset class, drop dependencies and update models - #277

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ben9809 wants to merge 24 commits into
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perf/dataset-model
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Refactor dataset class, drop dependencies and update models#277
ben9809 wants to merge 24 commits into
devfrom
perf/dataset-model

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@ben9809

@ben9809 ben9809 commented May 13, 2026

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This PR introduces new changes regarding a specific dataset and SNNTorchModel

  1. Code on the WISDM dataset class has been refactored to match the default code style of other dataset classes' implementation. This allow as to drop some dependencies like gdown and pytorch-lightning.

  2. Apart from the two dropped packages, some others have been dropped: librosa and tonic.

  3. Add documentation to SNNTorchModel and refactor code to avoid output tensor shape mismatch

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codecov Bot commented May 13, 2026

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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 78.38%. Comparing base (f203109) to head (11d0bf7).

Additional details and impacted files
@@            Coverage Diff             @@
##              dev     #277      +/-   ##
==========================================
+ Coverage   78.14%   78.38%   +0.23%     
==========================================
  Files          44       44              
  Lines         842      842              
  Branches      123      123              
==========================================
+ Hits          658      660       +2     
+ Misses        134      132       -2     
  Partials       50       50              
Flag Coverage Δ
unittests 78.38% <100.00%> (+0.23%) ⬆️

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@ben9809 ben9809 linked an issue May 14, 2026 that may be closed by this pull request
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Clean Up Dependencies

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