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GitHub topics: beta-divergence

yoyolicoris/pytorch-NMF

A pytorch package for non-negative matrix factorization.

Language: Python - Size: 5.49 MB - Last synced at: 4 days ago - Pushed at: 9 months ago - Stars: 239 - Forks: 23

benedekrozemberczki/NMFADMM

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

Language: Python - Size: 7.13 MB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 46 - Forks: 11

wecarsoniv/beta-divergence-metrics

PyTorch implementations of the beta divergence loss.

Language: Python - Size: 360 KB - Last synced at: 10 days ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 0

neel-dey/robustNTF

PyTorch implementation of Robust Non-negative Tensor Factorization appearing in N. Dey, et al., "Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction and Functional Statistics to Understand Fixation in Fluorescence Microscopy".

Language: Jupyter Notebook - Size: 2.25 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 4

dionman/beta-cores

Coresets for scalable robust pseudo-Bayesian inference

Language: Python - Size: 124 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

Related Keywords
beta-divergence 5 nmf 3 pytorch 3 kl-divergence 2 non-negative-matrix-factorization 2 l21-norm 1 torch 1 objective-functions 1 numpy 1 nmf-decomposition 1 mean-squared-error 1 mean-square-error 1 loss-functions 1 loss 1 kullback-leibler-divergence 1 itakura-saito-divergence 1 divergences 1 divergence 1 majorize-minimization 1 non-negative-tensor-factorization 1 nonnegativity-constraints 1 parafac 1 robust-optimization 1 tensor-factorization 1 bayesian-inference 1 bayesian-linear-regression 1 bayesian-logi 1 coreset 1 neural-linear 1 outlier-removal 1 robust-inference 1 1d-convolution 1 em-algorithm 1 gpu 1 nonnegative-matrix-factorization 1 plca 1 siplca 1 admm 1 deepwalk 1 embedding 1 factorization 1 feature-extraction 1 lda 1 matrix-factorization 1 node2vec 1 optimization 1 pca 1 principal-component-analysis 1 principal-components 1 sparse-matrix 1 topic-modeling 1 unsupervised-learning 1 unsupervised-machine-learning 1 word-embedding 1 word2vec 1 distance-measures 1 distance-metric 1 distance-metrics 1