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Author SHA1 Message Date
Qingyun Wu
f3bfc68412 talks and tutorials (#694) 2022-08-22 00:02:10 -04:00
dependabot[bot]
8064ecf0e7 Bump actions/setup-python from 2 to 4 
Bumps [actions/setup-python](https://github.com/actions/setup-python) from 2 to 4.
- [Release notes](https://github.com/actions/setup-python/releases)
- [Commits](https://github.com/actions/setup-python/compare/v2...v4)

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updated-dependencies:
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  dependency-type: direct:production
  update-type: version-update:semver-major
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Signed-off-by: dependabot[bot] <support@github.com>
 2022-08-21 22:46:02 +00:00
dependabot[bot]
07656e4af0 Bump actions/setup-node from 2 to 3 
Bumps [actions/setup-node](https://github.com/actions/setup-node) from 2 to 3.
- [Release notes](https://github.com/actions/setup-node/releases)
- [Commits](https://github.com/actions/setup-node/compare/v2...v3)

---
updated-dependencies:
- dependency-name: actions/setup-node
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
 2022-08-21 22:45:54 +00:00
dependabot[bot]
822ca59ed2 Bump codecov/codecov-action from 1 to 3 
Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 1 to 3.
- [Release notes](https://github.com/codecov/codecov-action/releases)
- [Changelog](https://github.com/codecov/codecov-action/blob/master/CHANGELOG.md)
- [Commits](https://github.com/codecov/codecov-action/compare/v1...v3)

---
updated-dependencies:
- dependency-name: codecov/codecov-action
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
 2022-08-21 22:45:50 +00:00
dependabot[bot]
066842cfcb Bump actions/cache from 1 to 3 
Bumps [actions/cache](https://github.com/actions/cache) from 1 to 3.
- [Release notes](https://github.com/actions/cache/releases)
- [Changelog](https://github.com/actions/cache/blob/main/RELEASES.md)
- [Commits](https://github.com/actions/cache/compare/v1...v3)

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updated-dependencies:
- dependency-name: actions/cache
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
 2022-08-21 22:45:46 +00:00
zsk
9a5cabc596 Merge pull request #688 from iemejia/main 
chore: Auto update github actions with dependabot
 2022-08-21 18:45:21 -04:00
zsk
126c41f3ee Merge branch 'main' into main 2022-08-21 13:58:18 -04:00
skzhang1
50fb20ebbc update 2022-08-21 17:44:26 +00:00
skzhang1
462c27f8ae fix 2022-08-21 12:54:58 +00:00
skzhang1
e3aa7ea9d1 update 2022-08-21 12:52:27 +00:00
skzhang1
bfacff2a3d Merge branch 'cv_strategy' of https://github.com/skzhang1/FLAML into cv_strategy 
test
 2022-08-21 12:48:49 +00:00
zsk
5d2929cb83 Update flaml/automl.py 
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2022-08-21 08:47:20 -04:00
skzhang1
f9c764c097 update 2022-08-21 12:43:43 +00:00
skzhang1
92dc41dc69 update doc 2022-08-21 12:40:54 +00:00
zsk
39d8c0e3e8 Update flaml/automl.py 
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
 2022-08-21 08:35:44 -04:00
skzhang1
5faafa01d4 Merge branch 'main' into cv_strategy 
update
 2022-08-21 12:33:26 +00:00
Chi Wang
dffa802b3e use_best_model for catboost (#679) 
* use_best_model for catboost

* bump version to 1.0.11
 2022-08-20 18:38:56 -07:00
Xueqing Liu
3d1a28bfc0 Add preserve_checkpoint to preserve the checkpoint after del (#692) 
* fix del bug
 2022-08-20 18:17:10 -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
Ismaël Mejía
40ce15cbe3 chore: Auto update github actions with dependabot 2022-08-17 21:58:13 +02:00
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
Xueqing Liu
6c7d37374d updating nlp notebook (#683) 2022-08-15 18:09:08 -07:00
skzhang1
34085b8c25 update 2022-08-15 14:41:30 +00:00
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
skzhang1
3f33a9700b Merge branch 'main' into cv_strategy 2022-08-15 13:08:09 +00:00
Chi Wang
5e1059ab82 check config constraints for the initial config (#685) 
* check config constraints for the initial config

* default config value
 2022-08-15 05:30:23 -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
skzhang1
6485c28a08 fix 2022-08-13 18:57:28 +00:00
skzhang1
a55ed0ed61 update 2022-08-13 18:56:46 +00:00
skzhang1
fc633ef15e update 2022-08-13 18:51:33 +00:00
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
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
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
Chi Wang
524e5e2140 pull request template (#668) 
* pull request template

* update instructions about tests
 2022-08-11 17:35:41 -07:00
jmrichardson
25ad397d55 Skip transform (#665) 
* Skip transform

* Fix logic and docstring, add test

* Add period ending to skip_transform doc

* Add skip_transform to retrain_from_log method

* Update test/automl/test_classification.py

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

Co-authored-by: Xueqing Liu <liususan091219@users.noreply.github.com>
 2022-08-11 19:41:23 -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
skzhang1
e3c9da50da update 2022-08-10 00:42:47 +00:00
skzhang1
7851a463aa clean up 2022-08-07 18:16:34 +00:00
skzhang1
e5a422c41e update 2022-08-07 18:11:04 +00:00
Chi Wang
816a82a115 make test result more stable (#646) 2022-08-05 10:17:41 -07:00
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
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
zsk
ebbfa0c7f5 Merge pull request #644 from skzhang1/fix_alerts 
Fix alerts
 2022-07-26 17:05:42 -04:00
zsk
655b7bfefa Merge branch 'main' into fix_alerts 2022-07-26 16:25:56 -04:00
Zhonghua Zheng
05292c8c74 added "**kwargs" to "predict" (#641) 
* added "**kwargs" to "predict" functions
 2022-07-26 16:19:37 -04:00