Skip to content

Add DISCA clustering CLI and documentation#280

Open
yaswanth169 wants to merge 2 commits into
xulabs:masterfrom
yaswanth169:feature/disca-cli
Open

Add DISCA clustering CLI and documentation#280
yaswanth169 wants to merge 2 commits into
xulabs:masterfrom
yaswanth169:feature/disca-cli

Conversation

@yaswanth169

@yaswanth169 yaswanth169 commented Jan 7, 2026

Copy link
Copy Markdown

This PR adds a lightweight command-line interface for running the DISCA clustering stage on precomputed feature embeddings. The CLI exposes DISCA’s Gaussian Mixture Model–based clustering with automatic model selection using BIC, making the clustering step easy to reuse outside research scripts.

It enables clean integration into AITom pipelines (YOPO feature extraction → DISCA clustering → downstream averaging), improves reproducibility, and aligns DISCA with other existing AITom command-line tools.

Work done by : Yaswanth Devavarapu and Rakshitha Ireddi

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