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URL: https://github.com/topics/nmf

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nmf

Here are 271 public repositories matching this topic...

nussl / nussl

A flexible source separation library in Python

audio duet nmf hpss source-separation repet nussl

Updated
Python

yongzhuo / nlg-yongzhuo

中文文本摘要（text summarization）工具包, 抽取式中文文本摘要 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

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Python

hiroyuki-kasai / NMFLibrary

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

Updated
MATLAB

seanwood / gcc-nmf

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

Updated
Python

yoyolicoris / pytorch-NMF

A pytorch package for non-negative matrix factorization.

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

Updated
Python

meinardmueller / libfmp

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

Updated
Python

benedekrozemberczki / DANMF

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

Updated
Python

sp-nitech / diffsptk

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

Updated
Python

ShixiangWang / sigminer

🌲 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

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

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R

benedekrozemberczki / M-NMF

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

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Python

esa / nanosat-mo-framework

A software framework for small satellites based on CCSDS MO services

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

Updated
Java

zdebruine / RcppML

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

r rcpp clustering matrix-factorization sparse-matrix nmf rcppeigen

Updated
C++

tky823 / audio_source_separation

An implementation of audio source separation tools.

nmf source-separation audio-separation iva mnmf ilrma

Updated
Jupyter Notebook

FunGeST / Palimpsest

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

Updated
R

benedekrozemberczki / GraRep

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

Updated
Python

Mr-TalhaIlyas / SegNext

SegNext Implementation in PyTorch

deep-learning segmentation nmf nmf-decomposition pytroch segnext

Updated
Python

benedekrozemberczki / TADW

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

Updated
Python

KuroginQin / OpenTLP

[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

Updated
Python

pmelchior / scarlet

hyperspectral galaxy modeling and deblending

image-analysis component-separation nmf source-separation

Updated
Python

ramkikannan / planc

Distributed NMF/NTF Library

factorization nmf ntf unmixing mpi-faun

Updated
C++

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