.. _f-convlightgbm: module ``onnx_conv.operator_converters.conv_lightgbm`` ====================================================== Short summary +++++++++++++ module ``mlprodict.onnx_conv.operator_converters.conv_lightgbm`` Modified converter from `LightGbm.py `_. :githublink:`%|py|7` Functions +++++++++ +-----------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | function | truncated documentation | +===================================================================================================================================+=========================================================================================================================================================================+ | :func:`_create_node_id ` | | +-----------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :func:`_parse_node ` | Parses nodes. | +-----------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :func:`_parse_tree_structure ` | The pool of all nodes' indexes created when parsing a single tree. Different tree use different pools. | +-----------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :func:`_select_close_float ` | Selects the closest float to `x`. It returns always `numpy.float32(x)`. | +-----------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :func:`_split_tree_ensemble_atts ` | Splits the attributes of a TreeEnsembleRegressor into multiple trees in order to do the summation in double instead ... | +-----------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :func:`_translate_split_criterion ` | | +-----------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :func:`calculate_lightgbm_output_shapes ` | Shape calculator for LightGBM Booster (see :epkg:`lightgbm`). | +-----------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | :func:`convert_lightgbm ` | This converters reuses the code from `LightGbm.py `_ ... | +-----------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ Documentation +++++++++++++ .. automodule:: mlprodict.onnx_conv.operator_converters.conv_lightgbm :members: :special-members: __init__ :show-inheritance: