Discovering Universal Geometry in Embeddings with ICA
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Updated
May 26, 2024 - Python
Discovering Universal Geometry in Embeddings with ICA
Rica (Reports for ICA) provides an app to visualize ICA components and perform manual classification in an interactive way
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
R package using ICA based method for spatial transcriptomics analysis (Visium/Slide-seq/CosMX/MERSCOPE)
Matrix decomposition algorithms including PCA (principal component analysis) and ICA (independent component analysis)
EEGLAB tutorial in MATLAB
Last Presentation from the prof !
Automatic labeling of ICA components in Python.
Real-Time BCI for Rock-Paper-Scissors: Decoding Motor Imagery with Minimal Training
This repository proposes a python implementation of a stabilized ICA algorithm
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).
A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)
Robust electrophysiology tools with GPU acceleration
Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings
Automatic EEG IC classification plugin for EEGLAB
Code for our work with the Amen Clinic related to SPECT imaging.
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