apapanico / RPCA

Related projects ⓘ

Alternatives and complementary repositories for RPCA

• weilinear / PyRPCA
  Robust PCA in Python
  ☆37Updated 11 years ago
• canerturkmen / nmflib
  nonnegative matrix factorization and some variants in numpy
  ☆18Updated 9 years ago
• drumichiro / nmf-and-ntf
  The sample code to study non-negative matrix and tensor factorization.
  ☆38Updated 4 years ago
• griffinfoster / shapelets
  python-based shapelet decomposition package
  ☆26Updated 7 years ago
• mp4096 / adawhatever
  MATLAB implementation of AdaGrad, Adam, Adamax, Adadelta etc.
  ☆33Updated 4 years ago
• sbailey / empca
  Principal Component Analysis (PCA) for Missing and/or Noisy Data
  ☆76Updated 7 years ago
• FurongHuang / ConvDicLearnTensorFactor
  Tensor methods have emerged as a powerful paradigm for consistent learning of many latent variable models such as topic models, independe…
  ☆17Updated 7 years ago
• frankong / multi_scale_low_rank
  Multi-scale Low Rank Matrix Decomposition Code
  ☆38Updated 8 years ago
• ryotat / tensor
  matlab code for convex optimization based tensor decomposition (completion/denoising)
  ☆42Updated 9 years ago
• basp-group / sopt
  SOPT: Sparse OPTimisation.
  ☆21Updated 6 years ago
• jmetzen / sparse-filtering
  Unsupervised feature learning based on sparse-filtering
  ☆54Updated 10 years ago
• colinvaz / nmf-toolbox
  Toolbox for performing Non-negative Matrix Factorization (NMF) and several variants
  ☆42Updated 5 years ago
• dfm / pcp
  A Python implementation of the Principal Component Pursuit algorithm from arXiv:0912.3599
  ☆64Updated 4 years ago
• kimjingu / nonnegfac-matlab
  Matlab implementations of fast algorithms for nonnegative matrix and tensor factorizations
  ☆57Updated 10 years ago
• drrelyea / spgl1
  Port of SPGL1 to python
  ☆45Updated 3 months ago
• arolet / wasserstein-dictionary-learning
  A matlab toolbox to perform Wasserstein Dictionary Learning or NMF
  ☆31Updated 8 years ago
• andrewssobral / imtsl
  IMTSL - Incremental and Multi-feature Tensor Subspace Learning
  ☆34Updated 3 years ago
• bwohlberg / sporco-cuda
  CUDA extension for the SPORCO project
  ☆17Updated 3 years ago
• soudry / ROI_detect
  Automatic ROI Detection
  ☆19Updated 9 years ago
• ebattenberg / nmf-cuda
  A CUDA implementation of non-negative matrix factorization for GPUs.
  ☆35Updated 6 years ago
• EMS-TU-Ilmenau / fastmat
  A library to build up lazily evaluated expressions of linear transforms for efficient scientific computing.
  ☆24Updated 7 months ago
• stitchfix / NTFLib
  Sparse Beta-Divergence Tensor Factorization Library
  ☆47Updated 9 years ago
• krzakala / LowRAMP
  Matlab code for Low rank Matrix Factorization with AMP
  ☆14Updated 9 years ago
• bwohlberg / sporco-notebooks
  Jupyter notebook usage examples for the SPORCO project
  ☆18Updated 2 years ago
• albietz / online_hmm
  Online EM algorithms for hidden Markov and semi-Markov models + applications to audio segmentation and clustering
  ☆71Updated 9 years ago
• alexis-mignon / pydeconv
  Blind deconvolution module in python
  ☆20Updated 12 years ago
• felipeyanez / nmf
  Primal-dual Algorithms for Non-negative Matrix Factorization with the Kullback-Leibler Divergence
  ☆22Updated 5 years ago
• zayd / sparsenet
  Sparse dictionary learning
  ☆29Updated 10 years ago
• jakevdp / pypropack
  A python wrapper for the PROPACK library
  ☆51Updated 7 years ago
• nwbirnie / rpca
  Robust Prinicipal Components in Python
  ☆62Updated 5 years ago