10 Commits

Author	SHA1	Message	Date
Chi Wang	92b79221b6	make performance test reproducible (#837) ... * make performance test reproducible * fix test error * Doc update and disable logging * document random_state and version * remove hardcoded budget * fix test error and dependency; close #777 * iloc	2022-12-06 10:13:39 -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
Chi Wang	595af7a04f	install editable package in codespace (#826) ... * install editable package in codespace * fix test error in test_forecast * fix test error in test_space * openml version * break tests; pre-commit * skip on py10+win32 * install mlflow in test * install mlflow in [test] * skip test in windows * import * handle PermissionError * skip test in windows * skip test in windows * skip test in windows * skip test in windows * remove ts_forecast_panel from doc	2022-11-27 14:22:54 -05:00
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
Qingyun Wu	2cdc08a75a	update notebook and test	2022-03-30 19:11:10 -07:00
Qingyun Wu	6c16e47e42	Bug fix and add documentation for metric_constraints (#498) ... * metric constraint documentation * update link * update notebook * fix a bug in adding 'time_total_s' to result * use the default multiple factor from config file * update notebook * format * improve test * revise test budget for macos * bug fix in adding time_total_s * increase performance check budget * revise test * update notebook * uncomment test * remove redundancy * clear output * remove n_jobs * remove constraint in notebook * increase budget * revise test * add python version * use getattr * improve code robustness Co-authored-by: Qingyun Wu <qxw5138@psu.edu>	2022-03-26 21:11:45 -04:00
Xueqing Liu	5f97532986	adding evaluation (#495) ... * adding automl.score * fixing the metric name in train_with_config * adding pickle after score * fixing a bug in automl.pickle	2022-03-25 17:00:08 -04:00
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	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