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matrix-factorization x

19 search results found

Buffalo ⭐ 571

TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems

Armadillo Code ⭐ 439

Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net

SMORe: Modularize Graph Embedding for Recommendation

NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization

C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators

Experimental Mf ⭐ 82

cache-friendly multithread matrix factorization

Recosystem ⭐ 80

Recommender System Using Parallel Matrix Factorization

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

Bayesian MCMC matrix factorization algorithm

Julia and C++ implementations of Bayesian Probabilistic Matrix Factorization using Markov Chain Monte Carlo

Distributed NMF/NTF Library

Principal Component Analysis All in One

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.

Recometrics ⭐ 21

(Python, R, C++) Library-agnostic evaluation framework for implicit-feedback recommender systems

Svd Recommend ⭐ 11

Singular Value Decomposition-like matrix factorization for collaborative filtering [recommender systems]

Poissonmf_cs ⭐ 10

Code for "Content-Based Social Recommendation with Poisson Matrix Factorization" (ECML-PKDD 2017)

CVM Class Library

Implementations of various parallel algorithms for matrix factorization (including DSGD++)

A bunch of online algorithms for matrix factorization and collaborative filtering.

Pyarmadillo ⭐ 5

user-friendly linear algebra library for Python - https://pyarma.sourceforge.io

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