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xgboost/demo/guide-python
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Jiaming Yuan 6cdcfe8128
Improve external memory demo. (#7320) 
* Use npy format.
* Add evaluation.
* Use make_regression.
2021-10-17 11:25:24 +08:00
..
basic_walkthrough.py
Implement feature score for linear model. (#7048)
2021-06-25 14:34:02 +08:00
boost_from_prediction.py
Update Python demos with tests. (#5651)
2020-05-12 12:04:42 +08:00
callbacks.py
Rework Python callback functions. (#6199)
2020-10-10 17:52:36 +08:00
cat_in_the_dat.py
Add document for categorical data. (#7307)
2021-10-12 16:10:59 +08:00
categorical.py
Support more input types for categorical data. (#7220)
2021-09-16 20:39:30 +08:00
continuation.py
Fix parameter loading with training continuation. (#7121)
2021-07-23 10:51:47 +08:00
cross_validation.py
Update Python documents. (#6376)
2020-11-12 17:51:32 +08:00
custom_objective.py
Fix a comment in demo to use correct reference (#6190)
2020-10-01 13:16:04 -07:00
custom_rmsle.py
[Breaking] Set output margin to True for custom objective. (#5564)
2020-04-20 20:44:12 +08:00
custom_softmax.py
[Breaking] Change default evaluation metric for classification to logloss / mlogloss (#6183)
2020-10-02 12:06:47 -07:00
evals_result.py
Update Python demos with tests. (#5651)
2020-05-12 12:04:42 +08:00
external_memory.py
Improve external memory demo. (#7320)
2021-10-17 11:25:24 +08:00
feature_weights.py
"featue_map" typo changed to "feature_map" (#6540)
2020-12-21 22:11:11 +08:00
gamma_regression.py
Update Python demos with tests. (#5651)
2020-05-12 12:04:42 +08:00
generalized_linear_model.py
Update Python demos with tests. (#5651)
2020-05-12 12:04:42 +08:00
predict_first_ntree.py
Update demo for prediction. (#6789)
2021-03-27 03:09:25 +08:00
predict_leaf_indices.py
Update Python demos with tests. (#5651)
2020-05-12 12:04:42 +08:00
quantile_data_iterator.py
Export Python Interface for external memory. (#7070)
2021-07-22 15:15:53 +08:00
README.md
Add document for categorical data. (#7307)
2021-10-12 16:10:59 +08:00
sklearn_evals_result.py
Update Python demos with tests. (#5651)
2020-05-12 12:04:42 +08:00
sklearn_examples.py
Time the CPU tests on Jenkins. (#6257)
2020-10-20 17:19:07 -07:00
sklearn_parallel.py
Time the CPU tests on Jenkins. (#6257)
2020-10-20 17:19:07 -07:00
update_process.py
Document for process_type. (#7135)
2021-08-03 13:11:52 +08:00

README.md

XGBoost Python Feature Walkthrough