guide-python

XGBoost Python Feature Walkthrough

This is a collection of examples for using the XGBoost Python package.

Name	Name	Last commit message	Last commit date
parent directory ..
README.rst	README.rst	Modernize XGBoost Python document. (#7468 )	Nov 23, 2021
basic_walkthrough.py	basic_walkthrough.py	Require isort on all Python files. (#8420 )	Nov 8, 2022
boost_from_prediction.py	boost_from_prediction.py	[Breaking] Require format to be specified in input URI. (#9077 )	Apr 28, 2023
callbacks.py	callbacks.py	Fix with black 24.1.1. (#10014 )	Jan 30, 2024
cat_in_the_dat.py	cat_in_the_dat.py	Support dataframe data format in native XGBoost. (#9828 )	Dec 12, 2023
cat_pipeline.py	cat_pipeline.py	Fix with black 24.1.1. (#10014 )	Jan 30, 2024
categorical.py	categorical.py	Fix with black 24.1.1. (#10014 )	Jan 30, 2024
continuation.py	continuation.py	[breaking] Remove deprecated parameters in the skl interface. (#9986 )	Jan 15, 2024
cross_validation.py	cross_validation.py	Remove deprecated `feval`. (#11051 )	Dec 6, 2024
custom_rmsle.py	custom_rmsle.py	Require isort on all Python files. (#8420 )	Nov 8, 2022
custom_softmax.py	custom_softmax.py	[doc] Add more detailed explanations for advanced objectives (#10283 )	Jul 8, 2024
distributed_extmem_basic.py	distributed_extmem_basic.py	[EM] Update demos for new dependencies. (#11234 )	Feb 19, 2025
evals_result.py	evals_result.py	[Breaking] Require format to be specified in input URI. (#9077 )	Apr 28, 2023
external_memory.py	external_memory.py	[doc] Update the iterator demo. (#11222 )	Feb 19, 2025
feature_weights.py	feature_weights.py	Init estimation for regression. (#8272 )	Jan 10, 2023
gamma_regression.py	gamma_regression.py	Require isort on all Python files. (#8420 )	Nov 8, 2022
generalized_linear_model.py	generalized_linear_model.py	[Breaking] Require format to be specified in input URI. (#9077 )	Apr 28, 2023
individual_trees.py	individual_trees.py	Fix with black 24.1.1. (#10014 )	Jan 30, 2024
learning_to_rank.py	learning_to_rank.py	[Dask] Sort and partition for ranking. (#11007 )	Dec 4, 2024
model_parser.py	model_parser.py	[doc] Move model parser demo into Python demo. (#11052 )	Dec 5, 2024
multioutput_regression.py	multioutput_regression.py	Use matrix for gradient. (#9508 )	Aug 23, 2023
predict_first_ntree.py	predict_first_ntree.py	[Breaking] Require format to be specified in input URI. (#9077 )	Apr 28, 2023
predict_leaf_indices.py	predict_leaf_indices.py	[Breaking] Require format to be specified in input URI. (#9077 )	Apr 28, 2023
quantile_data_iterator.py	quantile_data_iterator.py	[doc] Update the iterator demo. (#11222 )	Feb 19, 2025
quantile_regression.py	quantile_regression.py	Fix with black 24.1.1. (#10014 )	Jan 30, 2024
sklearn_evals_result.py	sklearn_evals_result.py	[breaking] Remove deprecated parameters in the skl interface. (#9986 )	Jan 15, 2024
sklearn_examples.py	sklearn_examples.py	Fix with black 24.1.1. (#10014 )	Jan 30, 2024
sklearn_parallel.py	sklearn_parallel.py	Fix with black 24.1.1. (#10014 )	Jan 30, 2024
spark_estimator_examples.py	spark_estimator_examples.py	Fix with black 24.1.1. (#10014 )	Jan 30, 2024
update_process.py	update_process.py	Handle the new `device` parameter in dask and demos. (#9386 )	Jul 15, 2023

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