Projects in Awesome Lists tagged with independent-component-analysis

https://github.com/je-suis-tm/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 Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, FISTA, ADMM, Gaussian Mixture Model, OPTICS, DBSCAN, Random Forest, Decision Tree, Support Vector Machine, Independent Component Analysis, Latent Semantic Indexing, Principal Component Analysis, Singular Value Decomposition, K Nearest Neighbors, K Means, Naïve Bayes Mixture Model, Gaussian Discriminant Analysis, Newton Method, Coordinate Descent, Gradient Descent, Elastic Net Regression, Ridge Regression, Lasso Regression, Least Squares, Logistic Regression, Linear Regression

batch-gradient-descent dbscan em-algorithm expectation-maximization expectation-maximization-algorithm factor-analysis independent-component-analysis k-nearest-neighbors lasso-regression latent-semantic-analysis linear-discriminant-analysis low-rank-approximation multinomial-naive-bayes naive-bayes newton-method ridge-regression sequential-minimal-optimization singular-value-decomposition stochastic-gradient-descent support-vector-machine

Last synced: 09 Apr 2025

https://github.com/pierreablin/picard

Preconditioned ICA for Real Data

independent-component-analysis

Last synced: 16 May 2025

https://github.com/teradepth/iva

IVA: Independent Vector Analysis implementation

blind-source-separation independent-component-analysis independent-vector-analysis unsupervised-learning

Last synced: 13 Mar 2025

https://github.com/pierreablin/faster-ica

Several maximum likelihood ICA algorithms, including Picard

independent-component-analysis optimization

Last synced: 07 May 2025

https://github.com/gbeckers/jader

Blind source separation of real signals

blind-source-separation independent-component-analysis

Last synced: 13 Feb 2025

https://github.com/onolab-tmu/libss

A Python library for blind source separation.

audio-processing blind-source-separation independent-component-analysis independent-vector-analysis speech-processing

Last synced: 06 May 2025

https://github.com/baggepinnen/independentcomponentanalysis.jl

Fast implementations of FastICA and DUET for blind source separation

blind-source-separation duet fastica independent-component-analysis

Last synced: 15 Mar 2025

https://github.com/sharmas1ddharth/cocktail_party_problem

In this project , Independent Component Analysis is used to extract individual audio components from file in which three audio components are mixed together.

independent-component-analysis machine-learning python3 unsupervised-learning

Last synced: 28 Feb 2025

https://github.com/cschen1205/cs-ica

Independent Component Analysis algorithm for solving linear noise less "cocktail party problem"

feature-engineering ica independent-component-analysis

Last synced: 24 Mar 2025

https://github.com/anne-andresen/eeg-processing

EEG data collection and processing in matlab. Proposed data collection algorithm and Processing pipeline for evoked potentials of EEG signals or regular EEG signals. Furthermore

averaging baseline-correction baseline-removal data-collection data-processing eeg eeglab epochs erp evoked-potential ica independent-component-analysis matlab multi-channel multi-channel-processing signal-processing topographic-maps