7 results found Sort:

mims-harvard
nimfa mims-harvard
135
532
other
36
Nimfa: Nonnegative matrix factorization in Python
embeddings latent-features matrix-factorization latent-variable-models nonnegative-matrix-factorization
Created 2011-07-06
560 commits to master branch, last one 3 years ago
welch-lab
liger welch-lab
77
371
gpl-3.0
23
R package for integrating and analyzing multiple single-cell datasets
r single-cell nonnegative-matrix-factorization
Created 2018-04-10
887 commits to master branch, last one 2 months ago
hiroyuki-kasai
NMFLibrary hiroyuki-kasai
95
295
mit
17
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
nmf divergence orthogonal data-analysis matlab-toolbox online-learning gradient-descent robust-optimization clustering-algorithm matrix-factorization stochastic-optimizers sparse-representations optimization-algorithms constrained-optimization nonnegativity-constraints nonnegative-matrix-factorization probabilistic-matrix-factorization
Created 2017-04-04
149 commits to master branch, last one about a year ago
yoyololicon
pytorch-NMF yoyololicon
24
218
mit
8
A pytorch package for non-negative matrix factorization.
gpu nmf plca siplca pytorch em-algorithm kl-divergence 1d-convolution beta-divergence nonnegative-matrix-factorization
Created 2018-10-31
202 commits to master branch, last one 11 months ago
erichson
ristretto erichson
26
110
gpl-3.0
9
Randomized Dimension Reduction Library
pca svd python lu-decomposition dimension-reduction matrix-approximation randomized-algorithm dynamic-mode-decomposition principal-component-analysis singular-value-decomposition nonnegative-matrix-factorization
Created 2017-05-18
183 commits to master branch, last one 3 years ago
pmelchior
proxmin pmelchior
22
107
mit
8
Proximal optimization in pure python
proximal-algorithms optimization-algorithms nonnegative-matrix-factorization
Created 2017-05-05
279 commits to master branch, last one 2 years ago
yanwu2014
swne yanwu2014
20
103
bsd-3-clause
5
Similarity Weighted Nonnegative Embedding (SWNE), a method for visualizing high dimensional datasets
bioinformatics data-visualization single-cell-rna-seq statistical-methods single-cell-analysis single-cell-atac-seq single-cell-genomics dimensionality-reduction nonnegative-matrix-factorization
Created 2018-01-03
270 commits to master branch, last one 11 months ago