xgboost

History

Use weakref instead of id for DataIter cache. (#9445 )

- Fix case where Python reuses id from freed objects.
- Small optimization to column matrix with QDM by using `realloc` instead of copying data.

2023-08-10 00:40:06 +08:00

basic_walkthrough.py

Require isort on all Python files. (#8420 )

2022-11-08 12:59:06 +08:00

boost_from_prediction.py

[Breaking] Require format to be specified in input URI. (#9077 )

2023-04-28 19:45:15 +08:00

callbacks.py

Define best_iteration only if early stopping is used. (#9403 )

2023-07-24 12:43:35 +08:00

cat_in_the_dat.py

Handle the new device parameter in dask and demos. (#9386 )

2023-07-15 19:11:20 +08:00

categorical.py

Handle the new device parameter in dask and demos. (#9386 )

2023-07-15 19:11:20 +08:00

continuation.py

Require isort on all Python files. (#8420 )

2022-11-08 12:59:06 +08:00

cross_validation.py

[Breaking] Require format to be specified in input URI. (#9077 )

2023-04-28 19:45:15 +08:00

custom_rmsle.py

Require isort on all Python files. (#8420 )

2022-11-08 12:59:06 +08:00

custom_softmax.py

Require isort on all Python files. (#8420 )

2022-11-08 12:59:06 +08:00

evals_result.py

[Breaking] Require format to be specified in input URI. (#9077 )

2023-04-28 19:45:15 +08:00

external_memory.py

Use weakref instead of id for DataIter cache. (#9445 )

2023-08-10 00:40:06 +08:00

feature_weights.py

Init estimation for regression. (#8272 )

2023-01-11 02:04:56 +08:00

gamma_regression.py

Require isort on all Python files. (#8420 )

2022-11-08 12:59:06 +08:00

generalized_linear_model.py

[Breaking] Require format to be specified in input URI. (#9077 )

2023-04-28 19:45:15 +08:00

individual_trees.py

[doc] Add demo for inference using individual tree. (#8752 )

2023-02-07 04:40:18 +08:00

learning_to_rank.py

Handle the new device parameter in dask and demos. (#9386 )

2023-07-15 19:11:20 +08:00

multioutput_regression.py

Run linters with the multi output demo. (#8966 )

2023-03-28 00:47:28 +08:00

predict_first_ntree.py

[Breaking] Require format to be specified in input URI. (#9077 )

2023-04-28 19:45:15 +08:00

predict_leaf_indices.py

[Breaking] Require format to be specified in input URI. (#9077 )

2023-04-28 19:45:15 +08:00

quantile_data_iterator.py

Handle the new device parameter in dask and demos. (#9386 )

2023-07-15 19:11:20 +08:00

quantile_regression.py

[doc] Remove parameter type in Python doc strings. (#9005 )

2023-04-01 04:04:30 +08:00

README.rst

Modernize XGBoost Python document. (#7468 )

2021-11-23 23:24:52 +08:00

sklearn_evals_result.py

Require isort on all Python files. (#8420 )

2022-11-08 12:59:06 +08:00

sklearn_examples.py

[doc] Add introduction and notes for the sklearn interface. (#8948 )

2023-03-23 13:30:42 +08:00

sklearn_parallel.py

Init estimation for regression. (#8272 )

2023-01-11 02:04:56 +08:00

spark_estimator_examples.py

Specify src path for isort. (#8867 )

2023-03-06 17:30:27 +08:00

update_process.py

Handle the new device parameter in dask and demos. (#9386 )

2023-07-15 19:11:20 +08:00

README.rst

XGBoost Python Feature Walkthrough
==================================


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