.. _f-optreeensembleregressorpcpython-39-x8664-linux-gnu: module ``onnxrt.ops_cpu.op_tree_ensemble_regressor_p_`` ======================================================= Short summary +++++++++++++ module ``mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor_p_`` Implements runtime for operator TreeEnsembleRegressor. The code is inspired from `tree_ensemble_regressor.cc `_ in :epkg:`onnxruntime`. :githublink:`%|py|0` Classes +++++++ +-------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | class | truncated documentation | +===========================================================================================================================================+================================================================================================================================================================================================================================================+ | :class:`RuntimeTreeEnsembleRegressorPDouble ` | Implements double runtime for operator TreeEnsembleRegressor. The code is inspired from `tree_ensemble_regressor.cc `_ ... | +-------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :class:`RuntimeTreeEnsembleRegressorPFloat ` | Implements float runtime for operator TreeEnsembleRegressor. The code is inspired from `tree_ensemble_regressor.cc `_ ... | +-------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ Properties ++++++++++ +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | property | truncated documentation | +==============================================================================================================================================+==================================================================================+ | :meth:`base_values_ ` | See :ref:`lpyort-TreeEnsembleRegressorDouble`. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`base_values_ ` | See :ref:`lpyort-TreeEnsembleRegressor`. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`has_missing_tracks_ ` | Tells if the model handles missing values. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`has_missing_tracks_ ` | Tells if the model handles missing values. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`n_targets_ ` | See :ref:`lpyort-TreeEnsembleRegressorDouble`. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`n_targets_ ` | See :ref:`lpyort-TreeEnsembleRegressor`. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`nodes_modes_ ` | Returns the mode for every node. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`nodes_modes_ ` | Returns the mode for every node. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`omp_N_ ` | Number of observations above which the computation is parallelized. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`omp_N_ ` | Number of observations above which the computation is parallelized. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`omp_tree_ ` | Number of trees above which the computation is parallelized for one observation. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`omp_tree_ ` | Number of trees above which the computation is parallelized for one observation. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`post_transform_ ` | See :ref:`lpyort-TreeEnsembleRegressorDouble`. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`post_transform_ ` | See :ref:`lpyort-TreeEnsembleRegressor`. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`roots_ ` | Returns the roots indices. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`roots_ ` | Returns the roots indices. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`same_mode_ ` | Tells if all nodes applies the same rule for thresholds. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ | :meth:`same_mode_ ` | Tells if all nodes applies the same rule for thresholds. | +----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------+ Documentation +++++++++++++ .. automodule:: mlprodict.onnxrt.ops_cpu.op_tree_ensemble_regressor_p_ :members: :special-members: __init__ :show-inheritance: