Projects in Awesome Lists tagged with matrix-completion

https://github.com/MaurizioFD/RecSys2019_DeepLearning_Evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

bpr bprmf bprslim collaborative-filtering content-based-recommendation deep-learning evaluation-framework funksvd hybrid-recommender-system hyperparameters knn matrix-completion matrix-factorization neural-network recommendation-algorithms recommendation-system recommender-system reproducibility reproducible-research slimelasticnet

Last synced: 11 May 2025

https://github.com/andrewssobral/lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

matlab matrix matrix-completion matrix-factorization rpca subspace-learning subspace-tracking tensor tensor-decomposition

Last synced: 16 May 2025

https://github.com/dselivanov/rsparse

Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

collaborative-filtering factorization-machines matrix-completion matrix-factorization r recommender-system sparse-matrices svd

Last synced: 15 May 2025

https://github.com/christopherjenness/NBA-prediction

Predict scores of NBA games using regularized matrix completion

matrix-completion nba nba-games nba-prediction

Last synced: 14 Apr 2025

https://github.com/andrewssobral/mctc4bmi

Matrix and Tensor Completion for Background Model Initialization

background-modeling matlab matrix matrix-completion tensor-completion tensors

Last synced: 13 Apr 2025

https://github.com/tonyduan/matrix-completion

Lightweight Python library for in-memory matrix completion.

collaborative-filtering matrix-completion matrix-factorization

Last synced: 13 Apr 2025

https://github.com/imkett/low-rank_matrix-completion

[Tool] Low rank matrix recovery by minimizing matrix norm

low-rank-matrix-recovery matrix-completion

Last synced: 13 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: 26 Jan 2026

https://github.com/wwxkenmo/enigma

A fast and accurate deconvolution algorithm based on regularized matrix completion algorithm (ENIGMA)

bulk-rna-seq-deconvolution cell-type-deconvolution cell-type-gene-expression-analysis deconvolution matrix-completion single-cell spatial-transcriptomics

Last synced: 17 Feb 2026

https://github.com/liulizhi1996/HPOFiller

The implementation of paper "HPOFiller: identifying missing protein-phenotype associations by graph convolutional network".

graph-convolutional-network human-phenotype-ontology matrix-completion

Last synced: 21 Jul 2025

https://github.com/lanl/t-elf

Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.

blind-source-separation dimensionality-reduction feature-extraction gpu high-performance-computing hpc latent-variables machine-learning matrix matrix-completion matrix-factorization non-negative-matrix-factorization pattern-extraction semi-supervised-learning tensor-decomposition tensor-factorization tensors text-preprocessing unsupervised-learning