Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms. It runs on single, multiple machines and major distributed environments(hadoop, spark),and supports major operating systems(Linux, Windows, Mac OS),the communication of distributed environments is implemented based on ytk-mp4j which is pure java, mpi-like message passing interface.

Features

For more details, refer to features

Documents

Experiments

We compare our GBDT with XGBoost and LightGBM, see gbdt experiments for more details.

Environment Requirements

To run or develop ytk-learn,just install JRE 8 or JDK 8 and set JAVA_HOME.