.. _xorbits_train_index:

=============
Xorbits Train
=============

.. toctree::
    :maxdepth: 2
    

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
======================================= =========================================================
:ref:`xorbits.xgboost <xgboost_api>`    v0.4.0
:ref:`xorbits.lightgbm <lightgbm_api>`  v0.4.0
``xorbits.sklearn``                     Planned in the near future
``xorbits.scipy``                       Planned in the future
``xorbits.statsmodels``                 Planned in the future
======================================= =========================================================

.. toctree::
    :maxdepth: 2

    lightgbm
    xgboost