LightAutoML documentation
=========================

`LightAutoML <https://github.com/AILab-MLTools/LightAutoML>`_ is open-source Python library aimed at automated machine learning.
It is designed to be lightweight and efficient for various tasks with tabular, text data.
LightAutoML provides easy-to-use pipeline creation, that enables:

- Automatic hyperparameter tuning, data processing.
- Automatic typing, feature selection.
- Automatic time utilization.
- Automatic report creation.
- Easy-to-use modular scheme to create your own pipelines.



.. toctree::
    :maxdepth: 1
    :caption: Contents

    Installation Guide <pages/Installation>
    Tutorials <pages/Tutorials>
    Kaggle kernel examples of LightAutoML usage <pages/Kaggle_Kernels>
    Courses, videos and papers <pages/Others>
    Python-API <pages/Python-API>



Indices and Tables
==================

* :ref:`genindex`