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xgboost/demo/guide-python
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Jiaming Yuan 4d81c741e9
External memory support for hist (#7531) 
* Generate column matrix from gHistIndex.
* Avoid synchronization with the sparse page once the cache is written.
* Cleanups: Remove member variables/functions, change the update routine to look like approx and gpu_hist.
* Remove pruner.
2022-03-22 00:13:20 +08:00
..
basic_walkthrough.py
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
boost_from_prediction.py
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
callbacks.py
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
cat_in_the_dat.py
Optimize GPU evaluation function for categorical data. (#7705)
2022-02-28 17:46:29 +08:00
categorical.py
Support optimal partitioning for GPU hist. (#7652)
2022-02-15 03:03:12 +08:00
continuation.py
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
cross_validation.py
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
custom_rmsle.py
Update document for multi output and categorical. (#7574)
2022-01-19 04:35:17 +08:00
custom_softmax.py
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
evals_result.py
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
external_memory.py
External memory support for hist (#7531)
2022-03-22 00:13:20 +08:00
feature_weights.py
External memory support for hist (#7531)
2022-03-22 00:13:20 +08:00
gamma_regression.py
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
generalized_linear_model.py
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
multioutput_regression.py
Demo for using custom objective with multi-target regression. (#7736)
2022-03-20 17:44:25 +08:00
predict_first_ntree.py
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
predict_leaf_indices.py
[doc] Update for prediction. (#7648)
2022-02-15 05:01:55 +08:00
quantile_data_iterator.py
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
README.rst
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
sklearn_evals_result.py
Modernize XGBoost Python document. (#7468)
2021-11-23 23:24:52 +08:00
sklearn_examples.py
Replace all uses of deprecated function sklearn.datasets.load_boston (#7373)
2022-01-30 04:27:57 -08:00
sklearn_parallel.py
Replace all uses of deprecated function sklearn.datasets.load_boston (#7373)
2022-01-30 04:27:57 -08:00
update_process.py
Replace all uses of deprecated function sklearn.datasets.load_boston (#7373)
2022-01-30 04:27:57 -08:00

README.rst 

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


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