Popular GitHub Repositories for Independent Component Analysis

IVA: Independent Vector Analysis implementation

This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivalent to optimizing the IMA-regularized log-likelihood under certain assumptions (e.g., small decoder variance).

Discovering Universal Geometry in Embeddings with ICA (Published in EMNLP 2023)