RecTools:快速构建推荐系统的工具包
RecTools - library to built Recommendation Systems easier and faster than ever before' by MTS
RecTools is an easy-to-use Python library which makes the process of building recommendation systems easier, faster and more structured than ever before. It includes built-in in toolkits for data processing and metrics calculation, a variety of recommender models, some wrappers for already existing implementations of popular algorithms and model selection framework. The aim is collecting ready-to-use solutions and best practices in one place to make processes of creating your first MVP and deploying model to production as fast and easy as possible.
RecTools allows to work with dense and sparse features easily. There are a lot of useful features such as basic model which based on random suggestions or popularity, and more advanced, e.g. LightFM. Also it contains a wide variety of metrics to choose from to better suit recommender system to your needs.
For more details, see the Documentation and Tutorials.