Anonymous-submission-repo
e5b3cb4ef2
update
2022-10-18 18:02:49 +00:00
Anonymous-submission-repo
02d643bc80
update
2022-10-18 17:33:12 +00:00
Anonymous-submission-repo
2f8f8ba9d8
update
2022-10-18 14:48:04 +00:00
Anonymous-submission-repo
0869e9e99a
clean up
2022-10-18 13:33:37 +00:00
Anonymous-submission-repo
2daaa4c637
clean up
2022-10-15 03:53:08 +00:00
Anonymous-submission-repo
44883f7463
update
2022-10-15 03:42:23 +00:00
Anonymous-submission-repo
10d36dcc7b
Update flaml/tune/searcher/flow2.py
...
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2022-10-14 22:58:14 -04:00
Anonymous-submission-repo
608c6bafdc
Update flaml/tune/searcher/flow2.py
...
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2022-10-14 22:57:57 -04:00
Anonymous-submission-repo
1683956559
Update flaml/tune/tune.py
...
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2022-10-14 22:51:21 -04:00
Anonymous-submission-repo
c5992c1fbf
Update flaml/tune/searcher/flow2.py
...
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2022-10-14 22:51:11 -04:00
Anonymous-submission-repo
7b530ad0e9
Update flaml/tune/searcher/blendsearch.py
...
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2022-10-14 22:50:55 -04:00
Anonymous-submission-repo
bf81912f09
update
2022-10-14 20:40:49 +00:00
Anonymous-submission-repo
7f6e7b3d54
Update flaml/tune/searcher/search_thread.py
...
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2022-10-13 14:22:34 -04:00
Anonymous-submission-repo
2d18c49cdd
update
2022-10-12 04:31:51 +00:00
Anonymous-submission-repo
9bc32acafb
first
2022-10-09 11:39:29 -04:00
Chi Wang
860cbc233e
move searcher and scheduler into tune ( #746 )
...
* move into tune
* correct path
* correct path
* import path
2022-10-04 16:03:22 -07:00
Chi Wang
b7a010e657
Move import location for Ray 2 ( #721 )
...
* ray version check when importing
* display learner_class when starting_points removed
* test ray 2
2022-09-13 19:13:06 -07:00
Jamie Magee
9901156dee
Add $schema to cgmanifest.json ( #708 )
...
Co-authored-by: Jamie Magee <jamie.magee@microsoft.com>
2022-08-30 08:00:32 -07:00
Chi Wang
d60d38b3e9
log_file_name in tune.run() ( #681 )
...
* 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
ca9f9054e7
categorical choice can be ordered or unordered ( #677 )
...
* categorical choice can be ordered or unordered
* ordered -> order
* move choice into utils
* version comparison
* packaging -> setuptools
* import version
* version_parse
* test order for choice
2022-08-12 13:55:17 -07:00
Chi Wang
9bf13d66f1
use relative url in doc ( #620 )
...
* use relative url in doc
* update link
2022-07-01 13:28:16 -07:00
Chi Wang
1b40b4b3a6
set_search_properties ( #595 )
...
* update the signature of set_search_properties
2022-06-16 16:30:50 -07:00
Chi Wang
1111d6d43a
backup & recover global vars for nested tune.run ( #584 )
...
* backup & recover global vars for nested tune.run
* ensure recovering global vars before return
2022-06-14 11:03:54 -07:00
Chi Wang
1af682b7f5
update doc about scheduler exception ( #564 )
...
* update doc about scheduler exception
* remove assert
2022-05-31 17:21:57 -07:00
Qingyun Wu
dcc640c1a3
Documentation, test and bugfix ( #556 )
...
* add bs restore test
* use default metric when not provided
* update documentation
* remove print
* period
* remove bs restore test
* Update website/docs/Use-Cases/Task-Oriented-AutoML.md
2022-05-26 07:12:30 -07:00
Qingyun Wu
bcdfdc8735
handle non-flaml scheduler in flaml.tune ( #532 )
...
* handle non-flaml scheduler in flaml.tune
* revise time budget
* Update website/docs/Use-Cases/Tune-User-Defined-Function.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/Use-Cases/Tune-User-Defined-Function.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update flaml/tune/tune.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* add docstr
* remove random seed
* StopIteration
* StopIteration format
* format
* Update flaml/tune/tune.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* revise docstr
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2022-05-06 14:09:35 -04:00
Chi Wang
a1c49ca27b
allow evaluated_rewards shorter than points_to_evaluate ( #522 )
...
* allow evaluated_rewards shorter than points_to_evaluate
* docstr update
2022-04-23 16:22:34 -07:00
Chi Wang
f301bf8d8f
max choice is n-1 ( #521 )
...
close #520
2022-04-23 15:33:35 -07:00
Chi Wang
9128c8811a
handle failing trials ( #505 )
...
* handle failing trials
* clarify when to return {}
* skip ensemble in accuracy check
2022-03-28 16:57:52 -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
Chi Wang
7eb7b46ea9
version number and doc ( #497 )
...
* version number
* add missing tasks in documentation
* update node-forge version
2022-03-25 17:32:37 -07:00
Qingyun Wu
05f9065ade
Docstr update ( #460 )
...
* parallel tuning docstr
* update n_concurrent_trials docstr
* n_jobs default
* parallel tuning in tune docstr
2022-02-15 09:41:53 -08:00
Chi Wang
9e88f22167
fix a bug when using ray & update ray on aml ( #455 )
...
* fix a bug when using ray & update ray on aml
When using with_parameters(), the config argument must be the first argument in the trainable function.
* make training function runnable standalone
2022-02-11 20:14:10 -08:00
Chi Wang
8a44dd4318
data in csv ( #430 )
...
* data in csv
* support ray ObjectRef #365
* use object store to store data when using ray
* make lgbm tuning example a test
* homepage title
2022-01-30 19:36:41 -08:00
Kevin Chen
c75f97b475
Change the upper bound for "lags" hyperparameter for sklearn forecast models ( #437 )
...
* update model.py
- change upper bound for "lags" hyperparameter
* update test_forecast.py
- add a test for a large dataset
* update sample.py
- pre-commit changes
2022-01-30 07:30:30 -08:00
Antoni Baum
113539545c
Use Ray _BackwardsCompatibleNumpyRng if possible ( #421 )
2022-01-22 22:14:49 -08:00
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
oberonbot
9c00e4272a
Finish the Multiple Choice Classification ( #367 )
...
* adding multiple choice
* update test cases (hard coded)
* merged common code in predict_proba and predict in TransformersEstimator
2022-01-02 20:12:34 -05:00
Chi Wang
0b25e89f29
reproducibility for random sampling ( #349 )
...
* reproducibility for random sampling #236
* doc update
2021-12-22 12:12:25 -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
Z.sk
7b24662dca
Makes the evaluation_function could receive the incumbent best result as input in Tune ( #339 )
...
* update tune function
* pass incumbent result to the training function
* Update test/tune/test_record_incumbent.py
* Update flaml/searcher/search_thread.py
* Update flaml/searcher/blendsearch.py
* Update flaml/tune/tune.py
* add constant variable
Co-authored-by: 张少坤 <zhangshaokun@fuzhi.ai>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-12-15 21:12:47 -08:00
Chi Wang
228b00cbee
use cfo in tune.run if bs is not installed ( #334 )
...
Use cfo in tune.run if bs is not installed and issue a warning.
2021-12-12 21:10:06 -08:00
Qingyun Wu
dd60dbc5eb
rename training_function ( #327 )
...
* rename training_function
* add docstr
* update docstr
* update docstr and comments
Co-authored-by: Qingyun Wu <qxw5138@psu.edu>
2021-12-06 17:03:43 -05:00
Qingyun Wu
17b17d084f
tune api for schedulers ( #322 )
...
* revise api and tests
* rename prune_attr
* update finetune notebook
* add scheduler test and notebook
* update tune api for scheduler
* remove scheduler notebook
* Update flaml/tune/tune.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* docstr
* fix imports
* clear notebook output
* fix ray import
* Update flaml/tune/tune.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* improve docstr
* Update flaml/searcher/blendsearch.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* remove redundant import
Co-authored-by: Qingyun Wu <qxw5138@psu.edu>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-12-04 21:52:20 -05:00
Chi Wang
0d9439212f
update docstr
2021-11-06 09:37:33 -07:00
Qingyun Wu
94a81a95ad
Add documentation for warm-start ( #255 )
...
* add documentation for warm-start
* fix typo
* fix typo
* Update flaml/tune/tune.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update automl.py
Co-authored-by: Qingyun Wu <qxw5138@psu.edu>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-10-19 16:39:28 -04:00
Chi Wang
29fac8807b
fix bug in subspace identification
2021-10-19 11:52:41 -07:00
Chi Wang
524f22bcc5
fix bug in hierarchical search space ( #248 ); optional dependency on lgbm and xgb ( #250 )
...
* close #249
* admissible region
* best_config can be None
* optional dependency on lgbm and xgb
resolve #252
2021-10-15 21:36:42 -07:00
Chi Wang
f48ca2618f
warning -> info for low cost partial config ( #231 )
...
* 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
Qingyun Wu
b1115d5347
add consistency test ( #216 )
...
* add consistency test
* test_consistency and format
* add results attribute
* skip when ray is not installed
* Update flaml/tune/analysis.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qxw5138@psu.edu>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-09-19 20:44:25 -04:00
