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Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Ma...
dbscan
naive-bayes
em-algorithm
newton-method
factor-analysis
lasso-regression
ridge-regression
k-nearest-neighbors
batch-gradient-descent
low-rank-approximation
support-vector-machine
multinomial-naive-bayes
expectation-maximization
latent-semantic-analysis
stochastic-gradient-descent
linear-discriminant-analysis
singular-value-decomposition
independent-component-analysis
sequential-minimal-optimization
expectation-maximization-algorithm
Created
2018-04-05
345 commits to master branch, last one 2 years ago
A UNIFIED SPEECH ENHANCEMENT FRONT-END FOR ONLINE DEREVERBERATION, ACOUSTIC ECHO CANCELLATION, AND SOURCE SEPARATION
Created
2020-09-10
8 commits to master branch, last one 2 years ago
Preconditioned ICA for Real Data
Created
2017-06-25
294 commits to master branch, last one 4 months ago
This repository contains lecture notes and codes for the course "Computational Methods for Data Science"
Created
2021-03-18
12 commits to main branch, last one 4 years ago
A New Perspective of Auxiliary-Function-Based Independent Component Analysis in Acoustic Echo Cancellation
Created
2020-09-10
7 commits to master branch, last one 4 years ago