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15 search results found

Machine Learning ⭐ 117

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

Preconditioned ICA for Real Data

Unified2021 ⭐ 72

A UNIFIED SPEECH ENHANCEMENT FRONT-END FOR ONLINE DEREVERBERATION, ACOUSTIC ECHO CANCELLATION, AND SOURCE SEPARATION

Data Science Methods ⭐ 27

This repository contains lecture notes and codes for the course "Computational Methods for Data Science"

IVA: Independent Vector Analysis implementation

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).

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

Faster Ica ⭐ 15

Several maximum likelihood ICA algorithms, including Picard

Modulome Workflow ⭐ 10

Workflow to download, process, and explore microbial RNA-seq data from NCBI SRA

ICA-AROMA, as a Python package. A work in progress.

Bssaec2020 ⭐ 6

A New Perspective of Auxiliary-Function-Based Independent Component Analysis in Acoustic Echo Cancellation

Independentcomponentanalysis.jl ⭐ 6

Fast implementations of FastICA and DUET for blind source separation

Rat_rsfmri_preprocessing ⭐ 6

Preprocessing toolbox for rat rs-fMRI data

Hierarchical approach to Stabilised Independent Component Analysis

Independent_vector_analysis ⭐ 5

Python versions of Independent Vector Analysis (IVA-G and IVA-L-SOS).

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1-15 of 15 search results

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