7 Commits

Author	SHA1	Message	Date
Li Jiang	da2cd7ca89	Add supporting using Spark as the backend of parallel training (#846) ... * 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
Shreyas	3b3b0bfa8e	roc_auc_weighted metric addition (#827) ... * Pending changes exported from your codespace * Update flaml/automl.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update flaml/automl.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update flaml/ml.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update flaml/ml.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update website/docs/Examples/Integrate - Scikit-learn Pipeline.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> * added documentation for new metric * Update flaml/ml.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * minor notebook changes * Update Integrate - Scikit-learn Pipeline.md * Update notebook/automl_classification.ipynb Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update integrate_azureml.ipynb Co-authored-by: Chi Wang <wang.chi@microsoft.com>	2022-12-02 19:27:32 -08:00
Zvi Baratz	127e482ac8	Replaced !pip calls with %pip magic command. (#604) ... Closes #603.	2022-06-23 18:45:42 -07:00
Chi Wang	c45741a67b	support latest xgboost version (#599) ... * 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	569908fbe6	fix issues in logging, bug in space.py, constraint sign, and improve code coverage (#388) ... * 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	8602def1c4	logging (#371) ... * query logged runs * mlflow log when using ray * key check for newer version of ray #363 * catch importerror * log and load AutoML model * retrain if necessary when ensemble fails	2022-01-02 21:37:19 -08:00
Chi Wang	efd85b4c86	Deploy a new doc website (#338) ... 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