nmf

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nussl /nussl

Star629

A flexible source separation library in Python

audio duet nmf hpss source-separation repet nussl

UpdatedDec 9, 2024
Python

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 or tookit）

textrank text-summarization textteaser lda nlg lsi nmf tookit lead3 word-significance

UpdatedJun 17, 2024
Python

hiroyuki-kasai /NMFLibrary

Star323

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

matrix-factorization constrained-optimization data-analysis robust-optimization gradient-descent matlab-toolbox clustering-algorithm optimization-algorithms nmf online-learning stochastic-optimizers nonnegativity-constraints orthogonal divergence probabilistic-matrix-factorization nonnegative-matrix-factorization sparse-representations

UpdatedFeb 24, 2023
MATLAB

seanwood /gcc-nmf

Star316

Real-time GCC-NMF Blind Speech Separation and Enhancement

machine-learning real-time gcc speech ipython-notebook low-latency dictionary-learning speaker speech-processing cross-correlation nmf real-time-processing unsupervised-machine-learning speech-separation speech-enhancement gcc-nmf generalized-cross-correlation tdoa

UpdatedApr 8, 2019
Python

yoyolicoris /pytorch-NMF

Sponsor

Star238

A pytorch package for non-negative matrix factorization.

gpu pytorch nmf em-algorithm kl-divergence nonnegative-matrix-factorization 1d-convolution beta-divergence plca siplca

UpdatedJul 25, 2024
Python

meinardmueller /libfmp

Star206

libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)

audio python processing music hmm synchronization retrieval dtw fourier beat onset tempo mir chord nmf f0

UpdatedMar 18, 2025
Python

benedekrozemberczki /DANMF

Sponsor

Star202

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

data-science machine-learning deep-learning clustering word2vec sklearn community-detection deepwalk autoencoder dimensionality-reduction unsupervised-learning cikm embedding nmf coordinate-descent node2vec node-embedding gemsec mnmf danmf

UpdatedMar 18, 2023
Python

sp-nitech /diffsptk

Star180

A differentiable version of SPTK

python deep-learning signal-processing dsp pytorch lpc stft k-means digital-signal-processing gmm mfcc nmf plp lsp cqt sptk mdct ddsp cepstrum pqmf

UpdatedMar 16, 2025
Python

ShixiangWang /sigminer

Star150

🌲 An easy-to-use and scalable toolkit for genomic alteration signature (a.k.a. mutational signature) analysis and visualization in Rhttps://shixiangwang.github.io/sigminer/reference/index.html

visualization bioinformatics r somatic-variants easy-to-use sbs somatic-mutations cnv nmf cancer-research dbs mutational-signatures copynumber-signatures indel signature-extraction nmf-extraction cosmic-signatures bayesian-nmf

UpdatedOct 12, 2024
R

benedekrozemberczki /M-NMF

Sponsor

Star121

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

machine-learning deep-learning neural-network clustering tensorflow community-detection deepwalk matrix-factorization factorization representation-learning unsupervised-learning come nmf laplacian node2vec struc2vec implicit-factorization semisupervised-learning m-nmf mnmf

UpdatedNov 6, 2022
Python

zdebruine /RcppML

Star107

Rcpp Machine Learning: Fast robust NMF, divisive clustering, and more

r rcpp clustering matrix-factorization sparse-matrix nmf rcppeigen

UpdatedMar 8, 2024
C++

esa /nanosat-mo-framework

Star100

A software framework for small satellites based on CCSDS MO services

java framework space nanosatellite esa satellites nmf nanosat-mo-framework

UpdatedMar 6, 2025
Java

tky823 /audio_source_separation

Star80

An implementation of audio source separation tools.

nmf source-separation audio-separation iva mnmf ilrma

UpdatedJan 22, 2023
Jupyter Notebook

FunGeST /Palimpsest

Star70

An R package for studying mutational signatures and structural variant signatures along clonal evolution in cancer.

visualization bioinformatics r genomics cancer-genomics clonality somatic-mutations nmf cancer-research bioinformatics-analysis structural-variation tumor-evolution mutational-signatures tumor-heterogeneity signature-extraction nmf-extraction structural-variant-signatures driver-events

UpdatedMay 23, 2024
R

benedekrozemberczki /GraRep

Sponsor

Star64

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

deep-learning word2vec deepwalk matrix-factorization gensim svd embedding network-embedding nmf singular-value-decomposition node2vec graph-embedding graph2vec node-embedding tadw aane asne walklets grarep role2vec

UpdatedNov 6, 2022
Python

benedekrozemberczki /TADW

Sponsor

Star60

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

data-science machine-learning text-mining data-mining awesome word2vec deepwalk matrix-factorization gensim factorization unsupervised-learning embedding network-embedding nmf node2vec graph-embedding node-embedding tadw attributed-embedding 2vec

UpdatedAug 14, 2022
Python

Mr-TalhaIlyas /SegNext

Star55

SegNext Implementation in PyTorch

deep-learning segmentation nmf nmf-decomposition pytroch segnext

UpdatedOct 27, 2023
Python

KuroginQin /OpenTLP

Star55

[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: A Unified Framework, Taxonomy, and Review" which has been accepted by ACM Computing Surveys.

survey overview attention nmf link-prediction dynamic-graph-algorithm rnns weighted-graphs gnns inductive-learning dynamic-graphs temporal-link-prediction dynamic-graph-embedding dynamic-link-prediction

UpdatedNov 10, 2024
Python

pmelchior /scarlet

Star53

hyperspectral galaxy modeling and deblending

image-analysis component-separation nmf source-separation

UpdatedAug 14, 2024
Python

benedekrozemberczki /NMFADMM

Sponsor

Star46

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

optimization word2vec deepwalk matrix-factorization feature-extraction pca topic-modeling factorization lda unsupervised-learning admm sparse-matrix principal-component-analysis embedding nmf principal-components node2vec unsupervised-machine-learning word-embedding beta-divergence

UpdatedAug 14, 2022
Python

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nmf

Here are 228 public repositories matching this topic...

nussl /nussl

yongzhuo /nlg-yongzhuo

hiroyuki-kasai /NMFLibrary

seanwood /gcc-nmf

yoyolicoris /pytorch-NMF

meinardmueller /libfmp

benedekrozemberczki /DANMF

sp-nitech /diffsptk

ShixiangWang /sigminer

benedekrozemberczki /M-NMF

zdebruine /RcppML

esa /nanosat-mo-framework

tky823 /audio_source_separation

FunGeST /Palimpsest

benedekrozemberczki /GraRep

benedekrozemberczki /TADW

Mr-TalhaIlyas /SegNext

KuroginQin /OpenTLP

pmelchior /scarlet

benedekrozemberczki /NMFADMM

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