Xueqing Liu
809639f723
Update Research.md ( #672 )
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* Update Research.md
Update Research.md
* Update website/docs/Research.md
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu >
* Update Research.md
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu >
2022-08-11 23:16:33 -04:00
Rui Zhuang
b6e8b9ccca
Add pipeline tuner component and dependencies. ( #671 )
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* add pipeline tuner component and dependencies.
* clean code.
* do not need force rerun.
* replace the resources.
* update metrics retrieving.
* Update test/pipeline_tuning_example/requirements.txt
* Update test/pipeline_tuning_example/train/env.yaml
* Update test/pipeline_tuning_example/tuner/env.yaml
* Update test/pipeline_tuning_example/tuner/tuner_func.py
* Update test/pipeline_tuning_example/data_prep/env.yaml
* fix issues found by lint with flake8.
* add documentation
* add data.
* do not need AML resource for local run.
* AML -> AzureML
* clean code.
* Update website/docs/Examples/Tune-AzureML pipeline.md
* rename and add pip install.
* update figure name.
* align docs with code.
* remove extra line.
2022-08-10 20:20:21 -07:00
Xueqing Liu
5eb5d43d7f
Fix HPO evaluation bug ( #645 )
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* 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
Luis Quintanilla
d649fefa6b
Update .NET documentation ( #643 )
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* Updated install instructions
* Update website/docs/Installation.md
* Updated install and README
2022-07-26 16:53:49 -07:00
skzhang1
d88c7390ce
ignore engine
2022-07-21 14:48:21 -04:00
Chi Wang
e14e909af9
Feature names and importances ( #621 )
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* 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
Aditya Agarwal
59bd3c1979
fix #630 n_cpus -> num_cpus ( #631 )
2022-07-10 08:19:39 -07:00
Xueqing Liu
6108493e0b
fix ner bug; refactor post processing of TransformersEstimator prediction ( #615 )
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* 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
Sanskrati
6dd93bc939
Add space after comma ( #623 )
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Add space after comma in 'subscription_id='<azure-subscription-id>',resource_group='myresourcegroup')'
2022-07-02 09:04:32 -07:00
Chi Wang
9bf13d66f1
use relative url in doc ( #620 )
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* use relative url in doc
* update link
2022-07-01 13:28:16 -07:00
Zvi Baratz
beb10273e8
Typo fix ( #618 )
2022-06-30 06:43:09 -07:00
Zvi Baratz
fefdb48ef3
Fix automl settings in scikit-learn pipeline integration example ( #602 )
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* Added test directory and core file to gitignore.
Closes #601 .
* Fixed pipeline fit parameters.
Closes #600 .
* Reverted changes to gitignore.
2022-06-22 19:44:14 -07:00
Chi Wang
c45741a67b
support latest xgboost version ( #599 )
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* 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
Xueqing Liu
4c044e88bd
Update documentation for NLP ( #594 )
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* Update Installation.md
2022-06-16 13:52:03 -07:00
daniel-555
40a86a5941
Modified setup instructions ( #593 )
2022-06-15 15:45:33 -07:00
Prajwal Borkar
18f692281a
Updated doc ( #572 )
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* Update website/docs/FAQ.md
2022-06-05 11:03:26 -07:00
Chi Wang
c9bac02ea4
add zeroshot notebook ( #569 )
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* add zeroshot notebook
2022-06-04 12:00:58 -07:00
Xueqing Liu
9d164a0119
Update fit_kwargs_by_estimator example in Task-Oriented-AutoML.md ( #561 )
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* Update Task-Oriented-AutoML.md
2022-06-03 20:05:02 -04:00
Chi Wang
1af682b7f5
update doc about scheduler exception ( #564 )
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* update doc about scheduler exception
* remove assert
2022-05-31 17:21:57 -07:00
Xueqing Liu
927a4eeae5
Update documentation for FAQ about how to handle imbalanced data ( #560 )
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* Update website/docs/FAQ.md
2022-05-31 12:11:21 -07:00
Chi Wang
49e8f7f028
use zeroshot when no budget is given; custom_hp ( #563 )
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* use zeroshot when no budget is given; custom_hp
* update Getting-Started
* protobuf version
* X_val
2022-05-28 17:22:09 -07:00
Chi Wang
7748e0ff49
Update Tune-User-Defined-Function.md ( #562 )
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Added one more use case of tune.
2022-05-26 11:13:08 -07:00
Qingyun Wu
dcc640c1a3
Documentation, test and bugfix ( #556 )
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* 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 )
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* 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
ca35fa969f
refactoring TransformersEstimator to support default and custom_hp ( #511 )
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* 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
Chi Wang
e877de6414
use ffill in forecasting example
2022-04-01 09:23:23 -07:00
Qingyun Wu
6c16e47e42
Bug fix and add documentation for metric_constraints ( #498 )
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* 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 )
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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
1d029436e7
doc update ( #490 )
2022-03-21 12:31:36 -07:00
Xueqing Liu
af423463c3
fixing bug for ner ( #463 )
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* fixing bug for ner
* removing global var
* adding class for trial counter
* adding notebook
* adding use_ray dict
* updating documentation for nlp
2022-03-20 22:03:02 -04:00
Chi Wang
5f688c1662
lightgbm
2022-03-20 16:27:47 -07:00
Kevin Chen
f9eda0cc40
update documentation for time series forecasting ( #472 )
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* update automl.py
- documentation update
* update test_forecast.py
* update model.py
* update automl_time_series_forecast.ipynb
* update time series forecast website examples
Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com >
2022-03-08 11:21:18 -08:00
Chi Wang
df01031cfe
Zero-shot AutoML ( #468 )
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* Prepare for release
Co-authored-by: Moe Kayali <t-moekayali@microsoft.com >
* bug fix
* improve doc and code quality
Co-authored-by: Qingyun Wu
2022-03-01 15:39:09 -08:00
Camila Martinez Bedoya
dea2beec34
Update Getting-Started.md
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Solving issue #456 related to a typo on the webpage.
2022-02-12 20:19:33 -08:00
Chi Wang
9e88f22167
fix a bug when using ray & update ray on aml ( #455 )
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* 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
MichaelMarien
a4970d279c
corrected typo in example xgboost documentation ( #449 )
2022-02-04 13:03:09 -08:00
vvijayalakshmi21
b930de0e1f
Update Tune-User-Defined-Function.md ( #448 )
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Fix for #445
2022-02-03 09:40:57 -08:00
vvijayalakshmi21
34557de30c
Update Task-Oriented-AutoML.md ( #447 )
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Fix for issue #444
2022-02-03 09:04:49 -08:00
vvijayalakshmi21
6d7c2e3e9b
Update Task-Oriented-AutoML.md
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Fix Typo for issue 443
2022-02-03 08:33:15 -08:00
Chi Wang
ba5d4d19f0
note about preview feature ( #431 )
2022-01-30 21:14:47 -08:00
Chi Wang
8a44dd4318
data in csv ( #430 )
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* 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
Chi Wang
99de9204b3
homepage update ( #425 )
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* homepage update
* update README
2022-01-25 15:29:38 -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
8602def1c4
logging ( #371 )
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* query logged runs
* mlflow log when using ray
* key check for newer version of ray #363
* catch importerror
* log and load AutoML model
* retrain if necessary when ensemble fails
2022-01-02 21:37:19 -08:00
Chi Wang
2f5d6169d3
example update ( #359 )
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update some examples for consistencies with others.
2021-12-25 16:13:39 -08:00
Rui Zhuang
c6c0c29769
Simplify lgbm example ( #358 )
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* simplify lgbm examples
* provide link to lgbm example script.
* simply lgbm example in the example script.
Co-authored-by: Chi Wang <wang.chi@microsoft.com >
2021-12-23 23:05:14 -08:00
Chi Wang
300f286667
azureml + ray ( #344 )
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* examples and documentation about how to use azureml + ray
2021-12-23 13:37:07 -08:00
Chi Wang
baa0359324
doc update ( #352 )
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* custom splitter
* NLP
* version number
2021-12-22 14:35:13 -08:00
Chi Wang
0b25e89f29
reproducibility for random sampling ( #349 )
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* reproducibility for random sampling #236
* doc update
2021-12-22 12:12:25 -08:00