Projects in Awesome Lists tagged with nonnegative-matrix-factorization
A curated list of projects in awesome lists tagged with nonnegative-matrix-factorization .
https://github.com/mims-harvard/nimfa
Nimfa: Nonnegative matrix factorization in Python
embeddings latent-features latent-variable-models matrix-factorization nonnegative-matrix-factorization
Last synced: 14 Mar 2025
https://github.com/yoyolicoris/pytorch-nmf
A pytorch package for non-negative matrix factorization.
1d-convolution beta-divergence em-algorithm gpu kl-divergence nmf nonnegative-matrix-factorization plca pytorch siplca
Last synced: 09 Apr 2025
https://github.com/yoyolicoris/pytorch-NMF
A pytorch package for non-negative matrix factorization.
1d-convolution beta-divergence em-algorithm gpu kl-divergence nmf nonnegative-matrix-factorization plca pytorch siplca
Last synced: 04 Apr 2025
https://github.com/yanwu2014/swne
Similarity Weighted Nonnegative Embedding (SWNE), a method for visualizing high dimensional datasets
bioinformatics data-visualization dimensionality-reduction nonnegative-matrix-factorization single-cell-analysis single-cell-atac-seq single-cell-genomics single-cell-rna-seq statistical-methods
Last synced: 09 Apr 2025
https://github.com/baggepinnen/totalleastsquares.jl
Solve many kinds of least-squares and matrix-recovery problems
errors-in-variables estimation imputation least-square-regression least-squares linear-regression matrix-completion missing-data missing-data-imputation nonnegative-matrix-factorization outlier-detection robust-estimation robust-pca robust-regresssion robust-statistics singular-value-decomposition total-least-square
Last synced: 15 Mar 2025
https://github.com/lanl/pydnmfk
Python Distributed Non Negative Matrix Factorization with custom clustering
cupy distributed-computing hpc latent-features machine-learning mpi4py nccl nonnegative-matrix-factorization outofmemory python tensorfactorization
Last synced: 12 Apr 2025
https://github.com/nanxstats/tinytopics
GPU-accelerated topic modeling via sum-to-one constrained neural Poisson NMF with PyTorch
nonnegative-matrix-factorization pytorch topic-modeling
Last synced: 22 Apr 2025
https://github.com/mmxgn/smooth-convex-kl-nmf
Repository holding various implementation of specific NMF methods for speaker diarization
nmf nonnegative-matrix-factorization smoothness sparsity speaker-diarization
Last synced: 06 Apr 2025
https://github.com/snikumbh/seqarchr
seqArchR: Identifying (promoter) sequence architectures de novo using NMF
clustering nmf nonnegative-matrix-factorization promoter-sequence-architectures r r-package scikit-learn sequence-analysis sequence-architectures unsupervised-machine-learning
Last synced: 12 Feb 2025
https://github.com/captaine/non-negative-latent-space-models
Implementation of Bayesian Inference for Nonnegative Matrix Factorisation Models.Computational Intelligence and Neuroscience, 2009
bayesian-inference nonnegative-matrix-factorization python
Last synced: 05 Mar 2025
https://github.com/c0mm4nd/torch-rolx
A PyTorch implementation of the RolX (Role eXtraction) algorithm for role discovery in graphs
nonnegative-matrix-factorization role-discovery rolx
Last synced: 04 Apr 2025
https://github.com/akashkg03/spotify-recommendation-system
This notebook analyzes Spotify song data and builds a recommendation system to suggest songs based on user listening behavior.
clustering matplotlib nonnegative-matrix-factorization pandas python
Last synced: 25 Feb 2025
