independent-component-analysis topic
machine-learning
Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Ma...
unified2021
A UNIFIED SPEECH ENHANCEMENT FRONT-END FOR ONLINE DEREVERBERATION, ACOUSTIC ECHO CANCELLATION, AND SOURCE SEPARATION
picard
Preconditioned ICA for Real Data
OPTICAT
Create optimized ICA training (OPTICAT) data for EEG data recorded during free viewing (Dimigen, 2020, NeuroImage)
iva
IVA: Independent Vector Analysis implementation
bssaec2020
A New Perspective of Auxiliary-Function-Based Independent Component Analysis in Acoustic Echo Cancellation
faster-ica
Several maximum likelihood ICA algorithms, including Picard
Data-Science-Methods
This repository contains lecture notes and codes for the course "Computational Methods for Data Science"
MNE-Preprocessing
MNE-preprocessing is a python repository to reduce artifacts based on basic and unanimous approaches step by step from electroencephalographic (EEG) raw data.
ima-vae
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 certa...