.. _f-sklmodelregressor:

module ``asv_benchmark.template.skl_model_regressor``
=====================================================





.. inheritance-diagram:: mlprodict.asv_benchmark.template.skl_model_regressor


Short summary
+++++++++++++

module ``mlprodict.asv_benchmark.template.skl_model_regressor``

A template to benchmark a model
with :epkg:`asv`. The benchmark can be run through
file :epkg:`run_asv.sh` on Linux or :epkg:`run_asv.bat` on
Windows.





Classes
+++++++

+-----------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
| class                                                                                                                 | truncated documentation                                                                                                                                                                     |
+=======================================================================================================================+=============================================================================================================================================================================================+
| :class:`TemplateBenchmarkRegressor <mlprodict.asv_benchmark.template.skl_model_regressor.TemplateBenchmarkRegressor>` | :epkg:`asv` example for a regressor, Full template can be found in `common_asv_skl.py <https://github.com/sdpython/mlprodict/ blob/master/mlprodict/asv_benchmark/common_asv_skl.py>`_. ... |
+-----------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+










Methods
+++++++

+--------------------------------------------------------------------------------------------------------------------------+-------------------------+
| method                                                                                                                   | truncated documentation |
+==========================================================================================================================+=========================+
| :py:meth:`_create_model <mlprodict.asv_benchmark.template.skl_model_regressor.TemplateBenchmarkRegressor._create_model>` |                         |
+--------------------------------------------------------------------------------------------------------------------------+-------------------------+
| :meth:`setup_cache <mlprodict.asv_benchmark.template.skl_model_regressor.TemplateBenchmarkRegressor.setup_cache>`        |                         |
+--------------------------------------------------------------------------------------------------------------------------+-------------------------+


Documentation
+++++++++++++

.. automodule:: mlprodict.asv_benchmark.template.skl_model_regressor
    :members:
    :special-members: __init__
    :show-inheritance: