lightmf | A light-weight matrix factorization tool

by mazefeng C++ Version: Current License: Apache-2.0

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kandi X-RAY | lightmf Summary

lightmf is a C++ library typically used in Kafka, Ubuntu, Debian applications. lightmf has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

功能上, __lightmf__使用了SGD实现了对带偏置的隐因子模型(BiasMF)的训练. 尽管没有像__SVDFeature__一样提供包括SVD++, Learning to Rank等衍生模型, 也没有__libfm__提供除了SGD外的ALS, MCMC等多种模型训练方式, __lightmf__的易用性也是前两者无法比拟的, 体现在以下几个方面:. 2015/05/15: 增加__Sigmoid Matrix Factorization__功能. 除了训练数据路径, 第二个必须提供的参数是模型保存的路径, 该路径必须是一个目录, 用于保存每一轮迭代后的模型. 第三个必须提供的参数是__type__, 指定训练任务的类型: 1-回归问题, 2-分类问题. 除了__train__, __model__和__type__这三个参数外, 其他参数都是可选的, 包括：.

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Support

lightmf has a low active ecosystem.

It has 39 star(s) with 14 fork(s). There are 6 watchers for this library.

It had no major release in the last 6 months.

lightmf has no issues reported. There are 2 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of lightmf is current.

Quality

lightmf has no bugs reported.

Security

lightmf has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

lightmf is licensed under the Apache-2.0 License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

lightmf releases are not available. You will need to build from source code and install.

Installation instructions are not available. Examples and code snippets are available.

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lightmf Key Features

No Key Features are available at this moment for lightmf.

lightmf Examples and Code Snippets

No Code Snippets are available at this moment for lightmf.

Community Discussions

No Community Discussions are available at this moment for lightmf.Refer to stack overflow page for discussions.

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Vulnerabilities

No vulnerabilities reported

Install lightmf

You can download it from GitHub.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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