.. _f-oplinearregressor:

module ``onnxrt.ops_cpu.op_linear_regressor``
=============================================





.. inheritance-diagram:: mlprodict.onnxrt.ops_cpu.op_linear_regressor


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

module ``mlprodict.onnxrt.ops_cpu.op_linear_regressor``

Runtime operator.


:githublink:`%|py|7`




Classes
+++++++

+-----------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+
| class                                                                                   | truncated documentation                                                                                                   |
+=========================================================================================+===========================================================================================================================+
| :class:`LinearRegressor <mlprodict.onnxrt.ops_cpu.op_linear_regressor.LinearRegressor>` | LinearRegressor (ai.onnx.ml) ============================ Generalized linear regression evaluation. If targets is set ... |
+-----------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------+






Properties
++++++++++

+--------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| property                                                                                                           | truncated documentation                                                                                               |
+====================================================================================================================+=======================================================================================================================+
| :meth:`args_default <mlprodict.onnxrt.ops_cpu.op_linear_regressor.LinearRegressor.args_default>`                   | Returns the list of arguments as well as the list of parameters with the default values (close to the signature). ... |
+--------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_default_modified <mlprodict.onnxrt.ops_cpu.op_linear_regressor.LinearRegressor.args_default_modified>` | Returns the list of modified parameters.                                                                              |
+--------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_mandatory <mlprodict.onnxrt.ops_cpu.op_linear_regressor.LinearRegressor.args_mandatory>`               | Returns the list of optional arguments.                                                                               |
+--------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_optional <mlprodict.onnxrt.ops_cpu.op_linear_regressor.LinearRegressor.args_optional>`                 | Returns the list of optional arguments.                                                                               |
+--------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`atts_value <mlprodict.onnxrt.ops_cpu.op_linear_regressor.LinearRegressor.atts_value>`                       | Returns all parameters in a dictionary.                                                                               |
+--------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+






Methods
+++++++

+---------------------------------------------------------------------------------------------+-------------------------+
| method                                                                                      | truncated documentation |
+=============================================================================================+=========================+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_linear_regressor.LinearRegressor.__init__>` |                         |
+---------------------------------------------------------------------------------------------+-------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_linear_regressor.LinearRegressor._run>`         |                         |
+---------------------------------------------------------------------------------------------+-------------------------+


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

.. automodule:: mlprodict.onnxrt.ops_cpu.op_linear_regressor
    :members:
    :special-members: __init__
    :show-inheritance: