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393 Commits

Author SHA1 Message Date
Xueqing Liu
21fa6c10ec
Fixing the issue that FLAML trial number is significantly smaller than Transformers.hyperparameter_search (#657) 
* fix 636

* adding low cost config

* update padding; update tokenization output y type (series -> DF); update low cost init config

* updating todf; updating metric_loss_score
 2022-08-03 00:11:29 -04:00
Xueqing Liu
74e6026ab9
bump version to 1.0.9 (#656) 2022-07-31 10:02:08 -07:00
Xueqing Liu
5eb5d43d7f
Fix HPO evaluation bug (#645) 
* fix eval automl metric bug on val_loss inconsistency

* updating starting point search space to continuous

* shortening notebok
 2022-07-28 23:08:42 -04:00
Zhonghua Zheng
05292c8c74
added "**kwargs" to "predict" (#641) 
* added "**kwargs" to "predict" functions
 2022-07-26 16:19:37 -04:00
Xueqing Liu
a64956a7c8
updating search space (#633) 
* updating search space
 2022-07-11 18:20:09 -04:00
Xueqing Liu
8fb1c1a29a
fix NER roberta bug (#632) 
* fix NER roberta bug
 2022-07-10 23:04:26 -04:00
Chi Wang
e14e909af9
Feature names and importances (#621) 
* feature names and importances

* None check

* StackingClassifier has no feature_importances_

* StackingClassifier has no feature_names_in_
 2022-07-10 12:25:59 -07:00
Xueqing Liu
214566313c
disable max_len for ner (#629) 
* disable max_len for ner
 2022-07-10 06:33:02 -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
6cb6a2a19a
isinstance(x, int) -> isinstance(x, (int, np.integer)) (#627) 
* isinstance(x, int) -> isinstance(x, (int, np.integer))
 2022-07-06 13:22:05 -04:00
Xueqing Liu
6108493e0b
fix ner bug; refactor post processing of TransformersEstimator prediction (#615) 
* fix ner bug; refactor post processing

* fix too many values to unpack

* supporting id/token label for NER
 2022-07-05 13:38:21 -04:00
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
74cca60606
Allow custom GroupKFold object as split_type (#616) 
* Allow custom GroupKFold object

* handle unpickle error for prophet 1.1

* eval_method in test_object()
 2022-06-29 21:04:25 -07:00
Chi Wang
6cb44484f6 min eci depends on cost_attr; cost_attr in ls 2022-06-23 15:16:27 -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
Chi Wang
c5272ad377 log msg about ensemble 2022-06-18 06:48:41 -07:00
Chi Wang
1b40b4b3a6
set_search_properties (#595) 
* update the signature of set_search_properties
 2022-06-16 16:30:50 -07:00
Xueqing Liu
7740cd3466
trying to fix the indexerror for ner (#596) 
* trying to fix the indexerror for ner
 2022-06-16 14:58:23 -04:00
Chi Wang
3a7ebe6896
Add python 3.10 in the CI (#591) 
* fix resource limit issue

* add python 3.10 in CI

* reinstall libomp in macos
 2022-06-15 20:13:33 -07:00
Chi Wang
cf1dfd3966
fix resource limit issue (#589) 2022-06-15 13:46:52 -07:00
Xueqing Liu
79a24d06a9
fixing a bug in nlp/utils.py (#590) 
* fixing a bug for ner
 2022-06-14 17:31:12 -04:00
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
Qingyun Wu
65fa72d583
Class variables, cost_attr, and reproducibility (#587) 
* test reproducibility

* cost_attr, _eps and penalty as instance variables
 2022-06-13 21:52:42 -07:00
Chi Wang
5de3f54fd9
update time from start when using ray (#586) 2022-06-13 00:12:22 -04:00
Chi Wang
f8cc38bc16
enable ensemble when using ray (#583) 
* enable ensemble when using ray

* sanitize config
 2022-06-10 21:28:47 -07:00
Chi Wang
0642b6e7bb
init value type match (#575) 
* init value type match

* bump version to 1.0.6

* add a note about flaml version in notebook

* add note about mismatched ITER_HP

* catch SSLError when accessing OpenML data

* catch errors in autovw test

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
 2022-06-09 08:11:15 -07:00
Chi Wang
2d31138191
set holiday version <0.14 for prophet (#573) 
* set holiday version <0.14 for prophet

* bump version to 1.0.5
 2022-06-05 09:53:18 -07:00
Xueqing Liu
e0e317bfb1
fixing trainable and update function, completing NOTE (#566) 
* fix checkpoint naming + trial id for non-ray mode, fix the bug in running test mode, delete all the checkpoints in non-ray mode

* finished testing for checkpoint naming, delete checkpoint, ray, max iter = 1
 2022-06-03 15:19:22 -04:00
Chi Wang
c79c07f450 version update 2022-06-02 12:43:59 -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
Chi Wang
c35b844030
simplify warmstart in blendsearch (#558) 
* simplify warmstart in blendsearch

* bump version to 1.0.3
 2022-05-28 19:17:40 -07:00
Chi Wang
49e8f7f028
use zeroshot when no budget is given; custom_hp (#563) 
* use zeroshot when no budget is given; custom_hp

* update Getting-Started

* protobuf version

* X_val
 2022-05-28 17:22:09 -07:00
Prajwal Borkar
f8babac21b
Removed cat_hp_host (#559) 2022-05-26 10:21:51 -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
Chi Wang
d402c63312
align indent and add missing quotation (#555) 
* align indent and add missing quotation
 2022-05-20 10:49:39 -07:00
harish445
992ea3416c
fix indentation in automl.py (#553) 
* fix indentation in flaml.py
 2022-05-19 16:29:45 -07:00
Qiaochu Song
2851134052
Quick-fix (#539) 
* fix doc string; enable label transform in automl.score
 2022-05-19 11:43:34 -04:00
Chi Wang
7126b69ce0
choose n_jobs for ensemble according to n_jobs per learner (#551) 
* set n_jobs in ensemble dict

* catch the ensemble error

* choose n_jobs for stacker

* clarify
 2022-05-18 21:01:51 -07:00
Xueqing Liu
2ca9e41e4b
fixing roberta add_prefix_space bug (#546) 
* fixing roberta add_prefix_space bug
 2022-05-12 10:57:25 -04:00
Xueqing Liu
2a8decdc50
fix the post-processing bug in NER (#534) 
* fix conll bug

* update DataCollatorForAuto

* adding label_list comments
 2022-05-10 17:22:57 -04:00
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
Xueqing Liu
c1e1299855
fixing use_ray in automl.py (#531) 
* fixing use_ray
 2022-05-02 08:05:23 -07:00
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
Jaden Kropp
d03038bfcb
docstr cleanup #523: removed lines 259 to 260 in a1c49ca (#524) 2022-04-27 07:50:38 -07:00
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
Jay Shankar
46f80dfa16 Fix AttributeError: readonly attribute for Python 3.10.4 2022-04-15 15:01:06 -07:00
Xueqing Liu
cfed657812
Handling fractional gpu_per_trial for NLP (#513) 
* handling fractional gpu_per_trial
 2022-04-12 14:46:14 -04:00
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
liususan091219
0bcf618fea fixing bug 2022-03-28 11:53:58 -07:00