.. _benchmarks:

==========
Benchmarks
==========

.. grid:: 1 2 2 3

    .. grid-item::

        .. card:: ARIMA
          :link: benchmarks.arima
          :link-type: ref
          :text-align: center
          :class-card: custom-card-10

          ^^^^

          :bdg-primary:`Python Statsmodel`

    .. grid-item::

        .. card:: Linear Regression
          :link: benchmarks.linear_reg
          :link-type: ref
          :text-align: center
          :class-card: custom-card-10

          ^^^^

          :bdg-primary:`Spark`

    .. grid-item::

        .. card:: Logistic Regression
          :link: benchmarks.logistic_reg
          :link-type: ref
          :text-align: center
          :class-card: custom-card-10

          ^^^^

          :bdg-primary:`Spark`

    .. grid-item::

        .. card:: Naive Bayes
          :link: benchmarks.naive
          :link-type: ref
          :text-align: center
          :class-card: custom-card-10

          ^^^^

          :bdg-primary:`Spark`

    .. grid-item::

        .. card:: Random Forest
          :link: benchmarks.random_forest
          :link-type: ref
          :text-align: center
          :class-card: custom-card-10

          ^^^^

          :bdg-primary:`Spark`

    .. grid-item::

        .. card:: XGBoost
          :link: benchmarks.xgboost
          :link-type: ref
          :text-align: center
          :class-card: custom-card-10

          ^^^^

          :bdg-primary:`Amazon Sagemaker`
          :bdg-primary:`Amazon Redshift`
          :bdg-primary:`Python`
          :bdg-primary:`PySpark`


.. toctree::
    :hidden:
    :maxdepth: 1
    :titlesonly:

    benchmarks_arima
    benchmarks_linear_reg
    benchmarks_logistic_reg
    benchmarks_naive
    benchmarks_random_forest
    benchmarks_xgboost