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https://github.com/srendle/libfm
Library for factorization machines
https://github.com/srendle/libfm
Last synced: about 2 months ago
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Library for factorization machines
- Host: GitHub
- URL: https://github.com/srendle/libfm
- Owner: srendle
- License: gpl-3.0
- Created: 2014-09-15T00:36:07.000Z (about 10 years ago)
- Default Branch: master
- Last Pushed: 2020-03-28T07:37:04.000Z (over 4 years ago)
- Last Synced: 2024-05-12T13:33:51.317Z (4 months ago)
- Language: C++
- Size: 120 KB
- Stars: 1,481
- Watchers: 72
- Forks: 414
- Open Issues: 21
-
Metadata Files:
- Readme: README.md
- License: license.txt
Awesome Lists containing this project
README
libFM
=====Library for factorization machines
web: http://www.libfm.org/
forum: https://groups.google.com/forum/#!forum/libfm
Factorization machines (FM) are a generic approach that allows to mimic most factorization models by feature engineering. This way, factorization machines combine the generality of feature engineering with the superiority of factorization models in estimating interactions between categorical variables of large domain. libFM is a software implementation for factorization machines that features stochastic gradient descent (SGD) and alternating least squares (ALS) optimization as well as Bayesian inference using Markov Chain Monte Carlo (MCMC).
Compile
=======
libFM has been tested with the GNU compiler collection and GNU make. libFM and the tools can be compiled with
> make allUsage
=====
Please see the [libFM 1.4.2 manual](http://www.libfm.org/libfm-1.42.manual.pdf) for details about how to use libFM. If you have questions, please visit the [forum](https://groups.google.com/forum/#!forum/libfm).