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92 Commits

Author SHA1 Message Date
Anonymous-submission-repo
30520da559 Update website/docs/Use-Cases/Tune-User-Defined-Function.md 
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2022-10-14 22:51:50 -04:00
Anonymous-submission-repo
0257f3df46 update 2022-10-15 00:28:50 +00:00
Anonymous-submission-repo
a1d9e333fe update 2022-10-14 23:48:05 +00:00
Anonymous-submission-repo
585bde1ce6 Merge branch 'LexiFlow' of https://github.com/Anonymous-submission-repo/FLAML into LexiFlow 2022-10-14 20:43:50 +00:00
Anonymous-submission-repo
bf81912f09 update 2022-10-14 20:40:49 +00:00
Chi Wang
cafb67123a Merge branch 'main' into LexiFlow 2022-10-14 11:04:18 -07:00
Susan Xueqing Liu
2ebddd67ae Remove NLP classification head (#756) 
* rm classification head in nlp

* rm classification head in nlp

* rm classification head in nlp

* adding test cases for switch classification head

* adding test cases for switch classification head

* Update test/nlp/test_autohf_classificationhead.py

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* adding test cases for switch classification head

* run each test separately

* skip classification head test on windows

* disabling wandb reporting

* fix test nlp custom metric

* fix test nlp custom metric

* fix test nlp custom metric

* fix test nlp custom metric

* fix test nlp custom metric

* fix test nlp custom metric

* fix test nlp custom metric

* fix test nlp custom metric

* fix test nlp custom metric

* fix test nlp custom metric

* fix test nlp custom metric

* Update website/docs/Examples/AutoML-NLP.md

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Update website/docs/Examples/AutoML-NLP.md

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* fix test nlp custom metric

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2022-10-12 17:04:42 -07:00
Anonymous-submission-repo
2d18c49cdd update 2022-10-12 04:31:51 +00:00
Anonymous-submission-repo
c8d52ab3ae Merge branch 'main' into LexiFlow 2022-10-10 13:40:59 +00:00
Anonymous-submission-repo
e2c8c3544f doc 2022-10-10 01:17:42 +00:00
Chi Wang
f97c233dc5 Update Contribute (#741) 2022-10-09 11:40:45 -07:00
Anonymous-submission-repo
9bc32acafb first 2022-10-09 11:39:29 -04:00
Jason Swinehart
74557472ec Fix issue 728 add hyperlink to GitHub location (#731) 
* added hyperlink to github of example code
 2022-09-14 10:01:12 -07:00
Vijaya Lakshmi Venkatraman
a89efb552f Update Contribute.md (#716) 
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
 2022-09-08 00:20:23 -04:00
Chi Wang
e5c8a16fab Update Research.md 2022-08-22 18:17:07 -07:00
Qingyun Wu
f3bfc68412 talks and tutorials (#694) 2022-08-22 00:02:10 -04:00
Chi Wang
47e034d203 LightGBM notebook update (#690) 
* version update in notebook

* comment about optuna install

* monotone constraints
 2022-08-20 07:43:06 -07:00
Qingyun Wu
e3d26c0650 add guideline collection (#687) 
* add guideline collection

* remove redundancy
 2022-08-20 09:18:35 -04:00
Qingyun Wu
8b3c6e4d7b VW version requirement and documentation on config_constraints vs metric_constraints (#686) 
* add vw version requirement

* vw version

* version range

* add documentation

* vw version range

* skip test on py3.10

* vw version

* rephrase

* don't install vw on py 3.10

* move import location

* remove inherit

* 3.10 in version

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2022-08-15 20:16:11 -07:00
Kevin Chen
2e8e3937ef update time series forecast notebook (#682) 
* update forecasting with exogeneous variables example

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update forecasting with exogeneous variables example on website

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* rerun automl_time_series_forecast with new predict function for tft

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* correct spelling error

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>
 2022-08-13 18:58:45 -07:00
jmrichardson
e43485607a Disable shuffle for custom CV (#659) 
* Disable shuffle for custom CV

* Add custom fold shuffle test

* Update test_split.py

* Update test_split.py
 2022-08-12 17:05:32 -07:00
Kevin Chen
f718d18b5e time series forecasting with panel datasets (#541) 
* time series forecasting with panel datasets
- integrate Temporal Fusion Transformer as a learner based on pytorchforecasting

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update setup.py

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update test_forecast.py

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update setup.py

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update setup.py

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update model.py and test_forecast.py
- remove blank lines

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update model.py to prevent errors

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update automl.py and data.py
- change forecast task name
- update documentation for fit() method

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update test_forecast.py

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update test_forecast.py
- add performance test
- use 'fit_kwargs_by_estimator'

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* add time index function

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update test_forecast.py performance test

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update data.py

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update automl.py

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update data.py to prevent type error

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update setup.py

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update for pytorch forecasting tft on panel datasets

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update automl.py documentations

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* - rename estimator
- add 'gpu_per_trial' for tft estimator

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update test_forecast.py

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* include ts panel forecasting as an example

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update model.py

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update documentations

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update automl_time_series_forecast.ipynb

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update documentations

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* "weights_summary" argument deprecated and removed for pl.Trainer()

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update model.py tft estimator prediction method

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update model.py

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update `fit_kwargs` documentation

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* update automl.py

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2022-08-12 08:39:22 -07:00
Qingyun Wu
b436459e47 Documentation on search space and parallel/sequential tuning (#675) 
* add search space doc

* remove redundancy

* add parallel and sequential guidelines

* add caveats

* update doc

* add code example

* wording

* revise example

* add a tutorial link in readme

* wording change

* update readme

* remove redundancy

* Update website/docs/Use-Cases/Task-Oriented-AutoML.md

Co-authored-by: Xueqing Liu <liususan091219@users.noreply.github.com>

* Update website/docs/Use-Cases/Task-Oriented-AutoML.md

Co-authored-by: Xueqing Liu <liususan091219@users.noreply.github.com>

Co-authored-by: Xueqing Liu <liususan091219@users.noreply.github.com>
 2022-08-12 01:17:31 -04:00
Xueqing Liu
809639f723 Update Research.md (#672) 
* 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) 
* 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) 
* 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) 
* Updated install instructions

* Update website/docs/Installation.md

* Updated install and README
 2022-07-26 16:53:49 -07:00
skzhang1
6ced9cb5cc update node forge 2022-07-21 15:09:22 -04:00
skzhang1
d88c7390ce ignore engine 2022-07-21 14:48:21 -04:00
skzhang1
aaec58908a update 2022-07-21 14:32:28 -04:00
dependabot[bot]
89d9c4426e Bump terser from 5.10.0 to 5.14.2 in /website (#642) 
Bumps [terser](https://github.com/terser/terser) from 5.10.0 to 5.14.2.
- [Release notes](https://github.com/terser/terser/releases)
- [Changelog](https://github.com/terser/terser/blob/master/CHANGELOG.md)
- [Commits](https://github.com/terser/terser/commits)

---
updated-dependencies:
- dependency-name: terser
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>

Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2022-07-20 08:44:30 -07:00
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
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) 
* 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) 
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) 
* 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
Chi Wang
4377d53a73 update got version (#607) 
* update got version

* None check
 2022-06-23 08:02:46 -07:00
Zvi Baratz
fefdb48ef3 Fix automl settings in scikit-learn pipeline integration example (#602) 
* 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) 
* 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) 
* 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) 
* Update website/docs/FAQ.md
 2022-06-05 11:03:26 -07:00
Chi Wang
c9bac02ea4 add zeroshot notebook (#569) 
* 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) 
* Update Task-Oriented-AutoML.md
 2022-06-03 20:05:02 -04:00
Chi Wang
1af682b7f5 update doc about scheduler exception (#564) 
* update doc about scheduler exception

* remove assert
 2022-05-31 17:21:57 -07:00
Xueqing Liu
927a4eeae5 Update documentation for FAQ about how to handle imbalanced data (#560) 
* 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) 
* 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) 
Added one more use case of tune.
 2022-05-26 11:13:08 -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