Multiple methods to replace NA with Zeros in R dataframe

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

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

Group ICA/IVA software (MATLAB)

Automatic labeling of ICA components in Python.

Automatic EEG IC classification plugin for EEGLAB

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

Revisiting Cosine Similarity via Normalized ICA-transformed Embeddings

Last Presentation from the prof !

Code repository of the R package Clusterwise Independent Component Analysis

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).

Fusion ICA Toolbox (MATLAB)

This repository proposes a python implementation of a stabilized ICA algorithm

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

Create optimized ICA training (OPTICAT) data for EEG data recorded during free viewing (Dimigen, 2020, NeuroImage)

Explore a broad range of machine learning algorithms, including ML, RF, SVM, LR, NB, PCA, LogReg, DT, KMeans, SVMC, GD, HClust, DBSCAN, ICA, KNN, and more, within this repository. Gain practical insights and apply these diverse ML concepts effectively.

Processing bioelectrical signals and medical images

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

Web Scraper that goes through an ICA or Coop (Swedish Supermarkets) product's page and gives you the ingredients and whether it's whatever allergen you selected

Discovering Universal Geometry in Embeddings with ICA