.. _The overview of the basic approaches to solving the Uplift Modeling problem: https://nbviewer.jupyter.org/github/maks-sh/scikit-uplift/blob/master/notebooks/RetailHero_EN.ipynb
.. |Open In Colab1| image:: https://colab.research.google.com/assets/colab-badge.svg
   :target: https://colab.research.google.com/github/maks-sh/scikit-uplift/blob/master/notebooks/RetailHero_EN.ipynb
.. |Open In Colab2| image:: https://colab.research.google.com/assets/colab-badge.svg
   :target: https://colab.research.google.com/github/maks-sh/scikit-uplift/blob/master/notebooks/RetailHero.ipynb

.. _Example of usage model from sklift.models in sklearn.pipeline: https://nbviewer.jupyter.org/github/maks-sh/scikit-uplift/blob/master/notebooks/pipeline_usage_EN.ipynb
.. |Open In Colab3| image:: https://colab.research.google.com/assets/colab-badge.svg
   :target: https://colab.research.google.com/github/maks-sh/scikit-uplift/blob/master/notebooks/pipeline_usage_EN.ipynb
.. |Open In Colab4| image:: https://colab.research.google.com/assets/colab-badge.svg
   :target: https://colab.research.google.com/github/maks-sh/scikit-uplift/blob/master/notebooks/pipeline_usage_RU.ipynb

**********
Tutorials
**********

Basic
########

It is better to start scikit-uplift from the basic tutorials.

`The overview of the basic approaches to solving the Uplift Modeling problem`_
----------------------------------------------------------------------------------

.. list-table::
    :align: center
    :widths: 12 15 10 8

    * - In English 🇬🇧
      - |Open In Colab1|
      - `nbviewer <https://nbviewer.jupyter.org/github/maks-sh/scikit-uplift/blob/master/notebooks/RetailHero_EN.ipynb>`__
      - `github <https://github.com/maks-sh/scikit-uplift/blob/master/notebooks/RetailHero_EN.ipynb>`__
    * - In Russian 🇷🇺
      - |Open In Colab2|
      - `nbviewer <https://nbviewer.jupyter.org/github/maks-sh/scikit-uplift/blob/master/notebooks/RetailHero.ipynb>`__
      - `github <https://github.com/maks-sh/scikit-uplift/blob/master/notebooks/RetailHero.ipynb>`__

`Uplift modeling metrics`_
----------------------------------------------------------------------------------

.. list-table::
    :align: center
    :widths: 12 15 10 8

    * - In English 🇬🇧
      - |Open In Colab1|
      - `nbviewer <https://nbviewer.jupyter.org/github/maks-sh/scikit-uplift/blob/master/notebooks/uplift_metrics_tutorial.ipynb>`__
      - `github <https://github.com/maks-sh/scikit-uplift/blob/master/notebooks/uplift_metrics_tutorial.ipynb>`__


`Example of usage model from sklift.models in sklearn.pipeline`_
----------------------------------------------------------------------------------

.. list-table::
    :align: center
    :widths: 12 15 10 8

    * - In English 🇬🇧
      - |Open In Colab3|
      - `nbviewer <https://nbviewer.jupyter.org/github/maks-sh/scikit-uplift/blob/master/notebooks/pipeline_usage_EN.ipynb>`__
      - `github <https://github.com/maks-sh/scikit-uplift/blob/master/notebooks/pipeline_usage_EN.ipynb>`__
    * - In Russian 🇷🇺
      - |Open In Colab4|
      - `nbviewer <https://nbviewer.jupyter.org/github/maks-sh/scikit-uplift/blob/master/notebooks/pipeline_usage_RU.ipynb>`__
      - `github <https://github.com/maks-sh/scikit-uplift/blob/master/notebooks/pipeline_usage_RU.ipynb>`__
