Li Jiang
da2cd7ca89
Add supporting using Spark as the backend of parallel training ( #846 )
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* Added spark support for parallel training.
* Added tests and fixed a bug
* Added more tests and updated docs
* Updated setup.py and docs
* Added customize_learner and tests
* Update spark tests and setup.py
* Update docs and verbose
* Update logging, fix issue in cloud notebook
* Update github workflow for spark tests
* Update github workflow
* Remove hack of handling _choice_
* Allow for failures
* Fix tests, update docs
* Update setup.py
* Update Dockerfile for Spark
* Update tests, remove some warnings
* Add test for notebooks, update utils
* Add performance test for Spark
* Fix lru_cache maxsize
* Fix test failures on some platforms
* Fix coverage report failure
* resovle PR comments
* resovle PR comments 2nd round
* resovle PR comments 3rd round
* fix lint and rename test class
* resovle PR comments 4th round
* refactor customize_learner to broadcast_code
2022-12-23 08:18:49 -08:00
Chi Wang
47e034d203
LightGBM notebook update ( #690 )
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* version update in notebook
* comment about optuna install
* monotone constraints
2022-08-20 07:43:06 -07:00
Chi Wang
e14e909af9
Feature names and importances ( #621 )
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* feature names and importances
* None check
* StackingClassifier has no feature_importances_
* StackingClassifier has no feature_names_in_
2022-07-10 12:25:59 -07:00
Zvi Baratz
127e482ac8
Replaced !pip calls with %pip magic command. ( #604 )
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Closes #603 .
2022-06-23 18:45:42 -07:00
Chi Wang
c45741a67b
support latest xgboost version ( #599 )
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* support latest xgboost version
* Update test_classification.py
* Update
Exists problems when installing xgb1.6.1 in py3.6
* cleanup
* xgboost version
* remove time_budget_s in test
* remove redundancy
* stop support of python 3.6
Co-authored-by: zsk <shaokunzhang529@gmail.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
2022-06-21 18:59:07 -07:00
Chi Wang
6095be039f
update regression metrics in notebooks ( #454 )
2022-02-15 13:17:43 -08:00
Chi Wang
569908fbe6
fix issues in logging, bug in space.py, constraint sign, and improve code coverage ( #388 )
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* console log handler
* version update
* doc
* skippable steps
* notebook update
* constraint sign
* doc for constraints
* bug fix: define-by-run and unflatten_hierarchical
* const
* handle nested space in indexof()
* test grid search
* test suggestion
* model test
* >1 ckpts
* always increase iter count
* log total # iterations
* security patch
* make iter_per_learner consistent
2022-01-14 13:39:09 -08:00
Chi Wang
efd85b4c86
Deploy a new doc website ( #338 )
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A new documentation website. And:
* add actions for doc
* update docstr
* installation instructions for doc dev
* unify README and Getting Started
* rename notebook
* doc about best_model_for_estimator #340
* docstr for keep_search_state #340
* DNN
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
Co-authored-by: Z.sk <shaokunzhang@psu.edu>
2021-12-16 17:11:33 -08:00
