Projects in Awesome Lists tagged with ica

https://github.com/JuliaStats/MultivariateStats.jl

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

cca dimensionality-reduction ica isotonic-regression julia lda linear-regression mds multivariate-statistics ols-regression pca regression ridge-regression statistics

Last synced: 13 Nov 2025

https://github.com/juliastats/multivariatestats.jl

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

cca dimensionality-reduction ica isotonic-regression julia lda linear-regression mds multivariate-statistics ols-regression pca regression ridge-regression statistics

Last synced: 09 Oct 2025

https://github.com/InkCanvasForClass/community

InkCanvasForClass Community Open Source Project

csharp hitevision ica icc ink-canvas inkcanvas seewo wpf

Last synced: 25 Jun 2026

https://github.com/inkcanvasforclass/community

InkCanvasForClass Community Open Source Project

csharp hitevision ica icc ink-canvas inkcanvas seewo wpf

Last synced: 09 Jun 2026

https://github.com/trendscenter/gift

Group ICA/IVA software (MATLAB)

analyze eeg fmri gifttoolbox group-analysis group-pca ica iva matlab nifti-1 nifti-2 nifti-gz pca smri

Last synced: 09 Apr 2025

https://github.com/sccn/iclabel

Automatic EEG IC classification plugin for EEGLAB

classification eeg eeglab ica matconvnet matlab

Last synced: 09 Apr 2025

https://github.com/sccn/ICLabel

Automatic EEG IC classification plugin for EEGLAB

classification eeg eeglab ica matconvnet matlab

Last synced: 08 Apr 2025

https://github.com/trendscenter/fit

Fusion ICA Toolbox (MATLAB)

analysis cca eeg fmri gene ica iva joint-ica matlab mcca multi-modality parallel-ica pca

Last synced: 09 Apr 2025

https://github.com/rpatrik96/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 certain assumptions (e.g., small decoder variance).

disentanglement dsprites ica independent-component-analysis pytorch pytorch-lightning vae variational-autoencoder variational-inference wandb

Last synced: 16 Jun 2025

https://github.com/petabi/petal-decomposition

Matrix decomposition algorithms including PCA (principal component analysis) and ICA (independent component analysis)

decomposition dimensionality-reduction ica matrix pca

Last synced: 09 Apr 2025

https://github.com/kayoyin/signal-processing

Repository that gathers code for signal processing

data-processing dimensionality-reduction ica machine-learning nmf pca signal-processing source-separation

Last synced: 13 Apr 2025

https://github.com/rpatrik96/nl-causal-representations

This is the code for the paper Jacobian-based Causal Discovery with Nonlinear ICA, demonstrating how identifiable representations (particularly, with Nonlinear ICA) can be used to extract the causal graph from an underlying structural equation model (SEM).

causal-discovery causal-discovery-methods causal-inference causality deep-learning deep-neural-networks deeplearning ica independent-component-analysis machine-learning structural-causal-model

Last synced: 03 Jul 2025

https://github.com/Neurita/pypes

Reusable neuroimaging pipelines using nipype

dti fmri ica neuroimaging nipype pet plotting preprocessing

Last synced: 01 May 2025

https://github.com/vasu7052/blind-source-seperation

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

audio blind-source-separation deep-learning ica machine-learning machine-learning-algorithms pca python unsupervised-learning

Last synced: 26 Apr 2025

https://github.com/sccn/ICLabel-Dataset

Dataset for training EEG IC classifiers.

dataset eeg ica iclabel-dataset ics labels training-dataset

Last synced: 21 Apr 2025

https://github.com/yushulx/python-twain-wia-sane-scanner

A Python package for programming with Dynamsoft Service, supporting scanning documents from TWAIN, WIA, ICA, SANE and eSCL scanners.

document escl ica python sane scanner twain wia

Last synced: 18 Mar 2025

https://github.com/alexiszamanidis/news_articles_text_mining

News Articles Text Classification and Clustering using Machine Learning in Python. Also, KNN implementation from scratch using max heap.

classification ica knn machine-learning news-articles notebook-jupyter python roc-curves svd text-classification text-clustering text-mining tf-idf vectorization wordcloud

Last synced: 07 May 2025

https://github.com/tumftm/ev_dva_tool

This tool can be used to extract DVA curves from laboratory measurements. Both Matlab and Python code are provided in this repository.

battery-aging battery-diagnostics dva ica

Last synced: 23 Jul 2025

https://github.com/nabilalibou/online_bci_mi

Real-Time BCI for Rock-Paper-Scissors: Decoding Motor Imagery with Minimal Training

artifact-rejection brain-computer-interface deep-learning eeg eeg-analysis eeg-classification feature-extraction ica machine-learning motor-imagery-classification preprocessing-pipeline signal-processing sklearn

Last synced: 22 Apr 2026

https://github.com/trendscenter/groupica_docker

docker fmri groupica ica matlab pca sbm smri

Last synced: 18 May 2026

https://github.com/sadegh15khedry/ml-algorithms-from-scratch

This project is dedicated to implementing various machine learning algorithms from scratch to gain a deeper understanding of how they work.

cnn dbscan decision-trees deep-learning gan ica jupyter-notebook knn-classification linear-regression logestic-regression lstm machine-learning naive-bayes-classifier python random-forest rnn svm t-sne transformer

Last synced: 29 Apr 2025

https://github.com/marcvidalbadia/pfica

:exclamation: This is a read-only mirror of the CRAN R package repository.

b-splines fobi ica kurtosis penalization r

Last synced: 03 Mar 2026

https://github.com/ioangatop/machinelearning

Implementation and analysis of core Machine Learning Algorithms from scratch.

bayesian baysian-inference classification expectation-maximization gaussian-processes ica independent-component-analysis jupyter-notebook logistic-regression machine-learning multiclass-logistic-regression neural-network numpy polynomial-regression python3 regression support-vector-machines svm-classifier vae vae-pytorch

Last synced: 13 Apr 2026

https://github.com/cincibrainlab/autocleaneeg-icvision

Automated ICA artifact classification and removal for EEG data using OpenAI Vision API. Generates component visualizations, classifies artifacts, and produces cleaned datasets with detailed reports.

artifact-removal automation eeg eeglab ica machine-learning mne-python reproducibility vision-api

Last synced: 10 Mar 2026

https://github.com/zazi2002/eeg-processing-sourceseparation

EEG signal processing using various source separation methods such as GEVD, DSS, PCA, and ICA.

dss eeg gevd ica matlab signal-processing source-separation

Last synced: 30 Mar 2025

https://github.com/ioangatop/machine_learning_2

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

bayesian-inference belief-propagation beliefpropagation em-algorithm graphical-models ica machine-learning reconstruction signal-processing vae variational-autoencoder variational-encoder-decoder variational-inference whitening

Last synced: 28 Apr 2026

https://github.com/yushulx/flutter_twain_scanner

Flutter wrapper for Dynamic Web TWAIN Service, supporting document scanning from TWAIN, WIA, ICA, SANE and eSCL scanners.

document escl ica sane scanner twain wia

Last synced: 06 Mar 2026

https://github.com/zazi2002/biomedical-signal-image-processing-lab

Biomedical Signal & Image Processing Lab Projects.

ecg-analysis eeg-analysis emg eog ica image-processing noise-reduction segmentation source-localization source-separation

Last synced: 10 Nov 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