libfm

Optimization library

Software implementation of an optimization algorithm used in collaborative filtering and recommender systems

Library for factorization machines

GitHub
1k stars
72 watching
414 forks
Language: C++
last commit: over 5 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
clementfarabet/lbfgs An interface to a library providing a quasi-newton method for optimization problems 2
hiroyuki-kasai/sgdlibrary A collection of stochastic optimization algorithms for large-scale machine learning problems 221
liboyue/beer A collection of numerical experiments and code for demonstrating the performance of decentralized nonconvex optimization methods 8
ibm/reprogrammble-fl Improves utility-privacy tradeoff in federated learning by reprogramming models to balance data utility and user privacy. 5
febeling/rb-libsvm Ruby language bindings for LIBSVM 278
mlpack/ensmallen A C++ library for numerical optimization tasks 754
microsoft/blingfire A C++ library for efficient finite state machine and regular expression manipulation. 1,837
lipingyi/qsfl An optimization framework for federated learning 12
brml/climin A Python package for gradient-based function optimization in machine learning 181
kei500/liblinear-ruby Provides an interface to train and predict with machine learning models using LIBLINEAR 83
hiroyuki-kasai/gdlibrary A collection of unconstrained optimization algorithms implemented in MATLAB 67
liyangsir/smart-algorithm A collection of algorithm implementations for optimization and problem-solving in various fields 700
libhugetlbfs/libhugetlbfs A high-performance memory allocation library designed to optimize large memory allocations for HPC applications. 232
marcoscoffier/lua---sfm A wrapper around a web-based SFM solver for optimization problems in C 3
stevengj/nlopt Provides a unified interface to multiple nonlinear optimization algorithms for global and local problem-solving in various fields 1,908