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开源软件名称(OpenSource Name):srendle/libfm开源软件地址(OpenSource Url):https://github.com/srendle/libfm开源编程语言(OpenSource Language):C++ 95.0%开源软件介绍(OpenSource Introduction):libFMLibrary for factorization machines 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). CompilelibFM has been tested with the GNU compiler collection and GNU make. libFM and the tools can be compiled with
UsagePlease see the libFM 1.4.2 manual for details about how to use libFM. If you have questions, please visit the forum. |
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