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The Top 23 Matrix Factorization Open Source Projects

Open source projects categorized as Matrix Factorization
Categories > Machine Learning > Matrix Factorization
Deep Learning Recipes ⭐ 34
R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)
most recent commit 5 years ago
Nmf Cuda ⭐ 34
A CUDA implementation of non-negative matrix factorization for GPUs.
most recent commit 6 years ago
Emf ⭐ 33
Word Embedding Revisted: Explicit Matrix Factorization
most recent commit 7 years ago
Dsmo.course ⭐ 33
Data Science and Matrix Optimization course
most recent commit 4 years ago
Theano Bpr ⭐ 33
Using theano to implement the Matrix Factorization with BPR ranking loss
most recent commit 8 years ago
Pymf ⭐ 32
Python Matrix Factorization Module
most recent commit 9 years ago
Boostedfactorization ⭐ 31
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
most recent commit 2 years ago
Phdmf ⭐ 31
This is a new deep learning model for recommender system, which we called PHD
most recent commit 5 years ago
Recommendationengine ⭐ 31
A 3-hour workshop for understanding deep learning recommendation systems.
most recent commit 5 years ago
Mowgli ⭐ 31
Single-cell multi-omics integration using Optimal Transport
total releases 4most recent commit 6 months ago
Matrix Sqrt ⭐ 31
matrix square root and its gradient
most recent commit 6 years ago
Taste ⭐ 30
jmcohen.github.io
most recent commit 9 years ago
Olstec ⭐ 30
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
most recent commit a year ago
Fastdifferentiablematsqrt ⭐ 28
Official Pytorch implementation of ICLR 22 paper "Fast Differentiable Matrix Square Root"
most recent commit 2 years ago
Irspack ⭐ 27
Train, evaluate, and optimize implicit feedback-based recommender systems.
most recent commit a year ago
Differentiablefactorizations.jl ⭐ 27
Differentiable matrix factorizations using ImplicitDifferentiation.jl.
most recent commit 7 months ago
Pmf Automl ⭐ 27
Data and code related to the paper "Probabilistic matrix factorization for automated machine learning", NIPS, 2018.
most recent commit 5 years ago
Facts ⭐ 27
Matrix Factorization based recsys in Golang. Because facts are more important than ever
most recent commit 6 years ago
Sgsnmf_tgrs ⭐ 27
X. Wang, Y. Zhong, L. Zhang, and Y. Xu, “Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing,” IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 11, pp.6287-6304, 2017.
most recent commit 5 years ago
Pprec ⭐ 26
a recommender engine node-js package for general use and easy to integrate.
dependent packages 2total releases 18most recent commit 2 years agonpm pprec} Downloads
Tfkld ⭐ 24
Code for the EMNLP 2013 paper
most recent commit 6 years ago
Python Libmf ⭐ 24
Python bindings to the libmf c++ repo for Matrix Factorization. libmf is fast, highly parallel, and can support factoring large matrices without holding them all in memory.
total releases 10most recent commit 5 months ago
Pcaone ⭐ 24
Principal Component Analysis All in One
most recent commit 4 months ago
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