FATE can be installed on Linux or Mac. Now, FATE can support standalone and cluster deployments.

Software environment: jdk1.8+、Python3.6、python virtualenv、mysql5.6+、redis-5.0.2


FATE provides Standalone runtime architecture for developers. It can help developers quickly test FATE. Standalone support two types of deployment: Docker version and Manual version. Please refer to Standalone deployment guide: standalone-deploy.


FATE also provides a distributed runtime architecture for Big Data scenario. Migration from standalone to cluster requires configuration change only. No algorithm change is needed.

To deploy FATE on a cluster, please refer to cluster deployment guide: cluster-deploy.