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
c9bac02ea4
add zeroshot notebook ( #569 )
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* add zeroshot notebook
2022-06-04 12:00:58 -07:00
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
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
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
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
Chi Wang
ba5d4d19f0
note about preview feature ( #431 )
2022-01-30 21:14:47 -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
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
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
Xueqing Liu
ee3162e232
Adding the NLP task summarization ( #346 )
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* Add test_autohf_summarization.py
* adding seq2seq
* Update flaml/nlp/huggingface/trainer.py
* rouge metrics
Co-authored-by: XinZofStevens <xzhao4346@gmail.com>
Co-authored-by: JinzhuoWu <wujinzhuo0105@gmail.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-12-20 14:19:32 -08:00
Chi Wang
efd85b4c86
Deploy a new doc website ( #338 )
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A new documentation website. And:
* add actions for doc
* update docstr
* installation instructions for doc dev
* unify README and Getting Started
* rename notebook
* doc about best_model_for_estimator #340
* docstr for keep_search_state #340
* DNN
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
Co-authored-by: Z.sk <shaokunzhang@psu.edu>
2021-12-16 17:11:33 -08:00
