Chi Wang
d60d38b3e9
log_file_name in tune.run() ( #681 )
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* log_file_name in tune.run()
* use_ray validates log_file_name
* assert no ray_args when not use_ray
* import os and use os.path
2022-08-15 06:15:31 -07:00
Chi Wang
1b40b4b3a6
set_search_properties ( #595 )
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* update the signature of set_search_properties
2022-06-16 16:30:50 -07:00
Chi Wang
7eb7b46ea9
version number and doc ( #497 )
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* version number
* add missing tasks in documentation
* update node-forge version
2022-03-25 17:32:37 -07:00
Chi Wang
31ac984c4b
don't init global search with points_to_evaluate unless evaluated_rewards is provided; handle callbacks in fit kwargs ( #469 )
2022-03-01 18:39:16 -08:00
Chi Wang
6a7caa6a3d
max_iter < 2 -> no search; sign in metric constraints; test and example for forecasting ( #415 )
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* max_iter < 2 -> no search
* use_ray in test
* eval_method in ts example
* check sign of constraints
* test metric constraint sign
2022-01-23 01:24:15 -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
00da79a90b
empty search space ( #295 )
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fix the error when an empty dictionary is passed to BlendSearch as the search space.
2021-11-20 20:05:28 -08:00
Chi Wang
f48ca2618f
warning -> info for low cost partial config ( #231 )
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* warning -> info for low cost partial config
#195 , #110
* when n_estimators < 0, use trained_estimator's
* log debug info
* test random seed
* remove "objective"; avoid ZeroDivisionError
* hp config to estimator params
* check type of searcher
* default n_jobs
* try import
* Update searchalgo_auto.py
* CLASSIFICATION
* auto_augment flag
* min_sample_size
* make catboost optional
2021-10-08 16:09:43 -07:00
Chi Wang
f3e50136e8
random search ( #213 )
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* random search as a child class of CFO
* random search in sequential search of AutoML
* time to find best model as a property of AutoML
2021-09-19 11:19:23 -07:00
Chi Wang
0ba58e0ace
accommodate nni usage pattern ( #209 )
2021-09-14 23:16:28 -07:00
Chi Wang
e46573a01d
warmstart blendsearch ( #186 )
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* increase test coverage
* use define by run only when needed
* warmstart bs
* classification -> binary, multi
* warm start with evaluated rewards
* data transformer; resource attr for gs
* BlendSearchTuner bug fix and unittest
* bug fix
* docstr and import
* task type
2021-09-04 01:42:21 -07:00
