4 Commits

Author	SHA1	Message	Date
Susan Xueqing Liu	2ebddd67ae	Remove NLP classification head (#756) ... * rm classification head in nlp * rm classification head in nlp * rm classification head in nlp * adding test cases for switch classification head * adding test cases for switch classification head * Update test/nlp/test_autohf_classificationhead.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * adding test cases for switch classification head * run each test separately * skip classification head test on windows * disabling wandb reporting * fix test nlp custom metric * fix test nlp custom metric * fix test nlp custom metric * fix test nlp custom metric * fix test nlp custom metric * fix test nlp custom metric * fix test nlp custom metric * fix test nlp custom metric * fix test nlp custom metric * fix test nlp custom metric * fix test nlp custom metric * Update website/docs/Examples/AutoML-NLP.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update website/docs/Examples/AutoML-NLP.md Co-authored-by: Chi Wang <wang.chi@microsoft.com> * fix test nlp custom metric Co-authored-by: Chi Wang <wang.chi@microsoft.com>	2022-10-12 17:04:42 -07:00
Xueqing Liu	731afec9eb	This PR fixes the frequent NLP bugs in the other PRs (#647) ... * fix nlp bug * resetting model to electra small * removing model_path from fit_kwargs_by_estimator	2022-07-25 17:46:33 -04:00
Qingyun Wu	b7846048dc	Allow FLAML_sample_size in starting_points (#619) ... * FLAML_sample_size * clean up * starting_points as a list * catch AssertionError * per estimator sample size * import * per estimator min_sample_size * Update flaml/automl.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update test/automl/test_warmstart.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * add warnings * adding more tests * fix a bug in validating starting points * improve test * revise test * revise test * documentation about custom_hp * doc and efficiency * update test Co-authored-by: Chi Wang <wang.chi@microsoft.com>	2022-07-09 16:04:46 -04:00
Xueqing Liu	ca35fa969f	refactoring TransformersEstimator to support default and custom_hp (#511) ... * refactoring TransformersEstimator to support default and custom_hp * handling starting_points not in search space * addressing starting point more than max_iter * fixing upper < lower bug	2022-04-28 14:06:29 -04:00