Ica Python Packages

mne-icalabel

Automatic labeling of ICA components in Python.

eegprep

EEGPrep is an automated preprocessing tool for human EEG data built on a benchmarked EEGLAB pipeline

jamica

Python implementation of AMICA (Adaptive Mixture ICA) with JAX acceleration for EEG/MEG data

mnelab

MNELAB – a GUI for MNE-Python

icalens

ICA Lens: compact ICA-based interpretability tools for exploring LLM activations. Code release for the paper.

refsig

Package for obtaining the referential signal from a set of unipolar iEEG data

amica-python

Python Implementation of Adaptive Mixture ICA

amica

Python implementation of AMICA (Adaptive Mixture ICA) with JAX acceleration for EEG/MEG data

ica-mcp

Unofficial MCP server for ICA (Swedish grocery chain) — let AI agents read and edit your shopping lists via natural language.

autoclean-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.

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.

ampworks

Battery data analysis tools in Python

twain-wia-sane-scanner

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

pyamica

PyTorch AMICA: Pure Python reimplementation of Adaptive Mixture Independent Component Analysis

stabilized-ica

Python implementation of a stabilized ICA algorithm