Skip to content

Reproducibility and TCAV Improvements#2

Open
h1yung wants to merge 3 commits intounitn-sml:mainfrom
h1yung:main
Open

Reproducibility and TCAV Improvements#2
h1yung wants to merge 3 commits intounitn-sml:mainfrom
h1yung:main

Conversation

@h1yung
Copy link

@h1yung h1yung commented Mar 4, 2026

  • TCAV extraction fix (batch + shuffle safe)
  • MNIST concept generator script
  • README clarification on NN/CLIP evaluation pipeline

h1yung added 3 commits March 4, 2026 06:42
- 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.
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant