Popular GitHub Repositories for Ica

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)

A python based Machine Learning project that separates two sounds intermixed.

Face Recognition with SVM classifier using PCA, ICA, NMF, LDA reduced face vectors

Machine Learning course, University of Tehran, Dr. M Tavassolipour and Dr. MRA Dehaqani, Spring 2024

Machine Learning course, University of Tehran, Dr. M Tavassolipour and Dr. MRA Dehaqani, Spring 2024

Repository of UvA's lab exercises for the course "Machine Learning 2" 2019.