18 results found Sort:

nussl
nussl nussl
92
618
mit
22
A flexible source separation library in Python
nmf duet hpss audio nussl repet source-separation
Created 2015-06-24
1,029 commits to master branch, last one 3 years ago
yongzhuo
nlg-yongzhuo yongzhuo
53
405
mit
6
中文文本生成（NLG）之文本摘要（text summarization）工具包, 语料数据(corpus data), 抽取式摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。（graph，feature，topic model，summarize tool ...
lda lsi nlg nmf lead3 tookit textrank textteaser word-significance text-summarization
Created 2019-08-31
20 commits to master branch, last one 2 years ago
hiroyuki-kasai
NMFLibrary hiroyuki-kasai
97
310
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 2 years ago
yoyolicoris
pytorch-NMF yoyolicoris
24
229
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 about a year ago
benedekrozemberczki
DANMF benedekrozemberczki
40
201
gpl-3.0
10
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
nmf cikm mnmf danmf gemsec sklearn deepwalk node2vec word2vec embedding clustering autoencoder data-science deep-learning node-embedding machine-learning coordinate-descent community-detection unsupervised-learning dimensionality-reduction
Created 2018-11-22
76 commits to master branch, last one about a year ago
meinardmueller
libfmp meinardmueller
18
195
other
3
libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)
f0 dtw hmm mir nmf beat audio chord music onset tempo python fourier retrieval processing synchronization
Created 2020-12-10
44 commits to master branch, last one 8 months ago
ShixiangWang
sigminer ShixiangWang
19
145
other
2
🌲 An easy-to-use and scalable toolkit for genomic alteration signature (a.k.a. mutational signature) analysis and visualization in R https://shixiangwang.github.io/sigminer/reference/index.html
r cnv dbs nmf sbs indel easy-to-use bayesian-nmf visualization bioinformatics nmf-extraction cancer-research somatic-variants cosmic-signatures somatic-mutations signature-extraction copynumber-signatures mutational-signatures
Created 2018-12-30
1,261 commits to master branch, last one 26 days ago
benedekrozemberczki
M-NMF benedekrozemberczki
27
120
gpl-3.0
7
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
nmf come mnmf m-nmf deepwalk node2vec laplacian struc2vec clustering tensorflow deep-learning factorization neural-network machine-learning community-detection matrix-factorization unsupervised-learning implicit-factorization representation-learning semisupervised-learning
Created 2018-05-22
70 commits to master branch, last one 2 years ago
zdebruine
RcppML zdebruine
16
100
gpl-2.0
3
Rcpp Machine Learning: Fast robust NMF, divisive clustering, and more
r nmf rcpp rcppeigen clustering sparse-matrix matrix-factorization
Created 2021-04-28
545 commits to main branch, last one about a year ago
esa
nanosat-mo-framework esa
27
88
other
6
A software framework for small satellites based on CCSDS MO services
esa nmf java space framework satellites nanosatellite nanosat-mo-framework
Created 2018-03-26
1,737 commits to dev branch, last one 8 months ago
tky823
audio_source_separation tky823
21
78
unknown
4
An implementation of audio source separation tools.
iva nmf mnmf ilrma audio-separation source-separation
Created 2020-12-28
688 commits to main branch, last one about a year ago
FunGeST
Palimpsest FunGeST
19
69
unknown
8
An R package for studying mutational signatures and structural variant signatures along clonal evolution in cancer.
r nmf genomics clonality driver-events visualization bioinformatics nmf-extraction cancer-genomics cancer-research tumor-evolution somatic-mutations tumor-heterogeneity signature-extraction structural-variation mutational-signatures bioinformatics-analysis structural-variant-signatures
Created 2018-03-12
232 commits to master branch, last one 5 months ago
benedekrozemberczki
GraRep benedekrozemberczki
25
63
gpl-3.0
7
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
nmf svd aane asne tadw gensim grarep deepwalk node2vec role2vec walklets word2vec embedding graph2vec deep-learning node-embedding graph-embedding network-embedding matrix-factorization singular-value-decomposition
Created 2019-05-06
71 commits to master branch, last one 2 years ago
benedekrozemberczki
TADW benedekrozemberczki
14
57
gpl-3.0
3
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
nmf 2vec tadw gensim awesome deepwalk node2vec word2vec embedding data-mining text-mining data-science factorization node-embedding graph-embedding machine-learning network-embedding attributed-embedding matrix-factorization unsupervised-learning
Created 2018-09-18
83 commits to master branch, last one 2 years ago
Mr-TalhaIlyas
SegNext Mr-TalhaIlyas
8
51
unknown
2
SegNext Implementation in PyTorch
nmf pytroch segnext segmentation deep-learning nmf-decomposition
Created 2022-10-08
38 commits to master branch, last one about a year ago
pmelchior
scarlet pmelchior
22
51
mit
9
hyperspectral galaxy modeling and deblending
nmf image-analysis source-separation component-separation
Created 2017-05-08
1,250 commits to master branch, last one 2 months ago
KuroginQin
OpenTLP KuroginQin
8
48
unknown
3
[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction...
nmf gnns rnns survey overview attention dynamic-graphs link-prediction weighted-graphs inductive-learning dynamic-graph-algorithm dynamic-graph-embedding dynamic-link-prediction temporal-link-prediction
Created 2022-06-21
20 commits to main branch, last one 10 months ago
benedekrozemberczki
NMFADMM benedekrozemberczki
11
45
gpl-3.0
5
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
lda nmf pca admm deepwalk node2vec word2vec embedding optimization factorization sparse-matrix topic-modeling word-embedding beta-divergence feature-extraction matrix-factorization principal-components unsupervised-learning principal-component-analysis unsupervised-machine-learning
Created 2019-01-04
71 commits to master branch, last one 2 years ago