Jason Swinehart
74557472ec
Fix issue 728 add hyperlink to GitHub location ( #731 )
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* added hyperlink to github of example code
2022-09-14 10:01:12 -07:00
Vijaya Lakshmi Venkatraman
a89efb552f
Update Contribute.md ( #716 )
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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 )
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* 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 )
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* 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 )
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* 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 )
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* 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 )
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* 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 )
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* 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 )
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* 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 )
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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