Reproducibility and TCAV Improvements#2
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h1yung
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Mar 4, 2026
h1yung
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- TCAV extraction fix (batch + shuffle safe)
- MNIST concept generator script
- README clarification on NN/CLIP evaluation pipeline
- assertion errors when true_concepts don’t match tmp_concepts (due to dataloader shuffling) - batch sizes > 1 cause shape mismatches
The script generates concept folders for the SHORTMNIST dataset by extracting individual digits from 2-digit images and saving them in corresponding directories.
Added instructions for evaluating NN/CLIP models using TCAV and analysis notebooks.
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Thank you for your interest in and contribution to Before we can merge this pull request, could you please:
Once these are addressed, we will be happy to merge your contribution. We are now planning to add more models and dataset to this repository in the future. |
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