Xorbits Train

Xorbits Train scales model training for popular ML and DL frameworks such as PyTorch, XGBoost, scikit-learn, etc.

All APIs in Xorbits Train library implemented or planned include:

API	Implemented version or plan
xorbits.xgboost	v0.4.0
xorbits.lightgbm	v0.4.0
xorbits.sklearn	Planned in the near future
xorbits.scipy	Planned in the future
xorbits.statsmodels	Planned in the future

• 10 minutes to xorbits.lightgbm
  • Model Creation
  • Data Preparation
  • Model Training
  • Model Prediction
  • Model Evaluation
• 10 minutes to xorbits.xgboost
  • Model Creation
  • Data Preparation
  • Model Training
  • Model Prediction
  • Model Evaluation