autogen/flaml/searcher/__init__.py

from .blendsearch import CFO, BlendSearch, BlendSearchTuner
from .flow2 import FLOW2
try:
    from .online_searcher import ChampionFrontierSearcher
except ImportError:
    print('need to install vowpalwabbit to use ChampionFrontierSearcher')
pickle the AutoML object (#37) * pickle the AutoML object * get best model per estimator * test deberta * stateless API * Add Gitter badge (#41) * prevent divide by zero * test roberta * BlendSearchTuner Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com> Co-authored-by: The Gitter Badger <badger@gitter.im> 2021-03-16 22:13:35 -07:00			`from .blendsearch import CFO, BlendSearch, BlendSearchTuner`
Issue58 (#59) * iter per learner * code cleanup 2021-04-08 09:29:55 -07:00			`from .flow2 import FLOW2`
Add ChaCha (#92) * pickle the AutoML object * get best model per estimator * test deberta * stateless API * pickle the AutoML object * get best model per estimator * test deberta * stateless API * prevent divide by zero * test roberta * BlendSearchTuner * sync * version number * update gitignore * delta time * reindex columns when dropping int-indexed columns * add seed * add seed in Args * merge * init upload of ChaCha * remove redundancy * add back catboost * improve AutoVW API * set min_resource_lease in VWOnlineTrial * docstr * rename * docstr * add docstr * improve API and documentation * fix name * docstr * naming * remove max_resource in scheduler * add TODO in flow2 * remove redundancy in rearcher * add input type * adapt code from ray.tune * move files * naming * documentation * fix import error * fix format issues * remove cb in worse than test * improve _generate_all_comb * remove ray tune * naming * VowpalWabbitTrial * import error * import error * merge test code * scheduler import * fix import * remove * import, minor bug and version * Float or Categorical * fix default * add test_autovw.py * add vowpalwabbit and openml * lint * reorg * lint * indent * add autovw notebook * update notebook * update log msg and autovw notebook * update autovw notebook * update autovw notebook * add available strings for model_select_policy * string for metric * Update vw format in flaml/onlineml/trial.py Co-authored-by: olgavrou <olgavrou@gmail.com> * make init_config optional * add _setup_trial_runner and update notebook * space Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com> Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Qingyun Wu <qiw@microsoft.com> Co-authored-by: olgavrou <olgavrou@gmail.com> 2021-06-02 22:08:24 -04:00			`try:`
			`from .online_searcher import ChampionFrontierSearcher`
			`except ImportError:`
			`print('need to install vowpalwabbit to use ChampionFrontierSearcher')`