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Author SHA1 Message Date
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
skzhang1
26113dd2d6 Merge branch 'main' into fix_alerts 2022-07-26 15:31:08 -04:00
zsk
f3a0438c86 Merge branch 'microsoft:main' into main 2022-07-26 15:25:45 -04:00
Xueqing Liu
731afec9eb This PR fixes the frequent NLP bugs in the other PRs (#647) 
* fix nlp bug

* resetting model to electra small

* removing model_path from fit_kwargs_by_estimator
 2022-07-25 17:46:33 -04:00
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
zsk
a2c3c7cb1c Merge branch 'microsoft:main' into main 2022-07-20 20:32:52 -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
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
Aditya Agarwal
59bd3c1979 fix #630 n_cpus -> num_cpus (#631) 2022-07-10 08:19:39 -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
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
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
zsk
8b0ff486fa Merge branch 'microsoft:main' into main 2022-06-26 20:56:11 -04:00
Chi Wang
cbb85e2aab Py36 (#614) 
* allow installation in py 3.6

* test py 3.6
 2022-06-26 08:32:28 -07:00