Xueqing Liu
2a8decdc50
fix the post-processing bug in NER ( #534 )
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* fix conll bug
* update DataCollatorForAuto
* adding label_list comments
2022-05-10 17:22:57 -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
liususan091219
0bcf618fea
fixing bug
2022-03-28 11:53:58 -07:00
Xueqing Liu
72301b8568
fixing a few bugs in nlp ( #503 )
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* fixing bugs in nlp
2022-03-26 14:08:51 -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
Xueqing Liu
3ef758cd7b
reducing AutoConfig.from_pretrained ( #411 )
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* reducing AutoConfig.from_pretrained
2022-01-17 11:44:11 -08:00
Xueqing Liu
cb9c7b0d16
adding logging of training loss ( #406 )
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* reducing AutoTokenizer load to only once
* fixing early stop bug
2022-01-16 09:07:31 -08:00
Xueqing Liu
c1b5cb5348
fixing default metric for regression + change verbosity for transformers ( #397 )
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* fixing default metric for regression + change verbosity for transformers
* fixing per_device_train_batch_size
* Update flaml/automl.py for gpu_per_trial
2022-01-13 21:08:51 -08:00
Xueqing Liu
c54c1246c6
fixing auto metric bug ( #387 )
2022-01-07 16:25:58 -08:00
Xueqing Liu
207b6935d9
adding token classification ( #376 )
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* adding ner
2022-01-03 13:44:10 -05:00
oberonbot
9c00e4272a
Finish the Multiple Choice Classification ( #367 )
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* adding multiple choice
* update test cases (hard coded)
* merged common code in predict_proba and predict in TransformersEstimator
2022-01-02 20:12:34 -05:00
Chi Wang
0b25e89f29
reproducibility for random sampling ( #349 )
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* reproducibility for random sampling #236
* doc update
2021-12-22 12:12:25 -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
Xueqing Liu
1a3e01c352
adding HF metrics ( #335 )
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* adding nlp metrics
* fix ndcg
2021-12-10 12:32:49 -05:00
Xueqing Liu
fb59bb9928
adding TODOs for NLP module, so students can implement other tasks easier ( #321 )
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* fixing ray pickle bug, skipping macosx bug, completing code for seqregression
* catching connectionerror
* ading TODOs for NLP module
2021-12-03 12:45:16 -05:00
Xueqing Liu
fd136b02d1
bug fix for TransformerEstimator ( #293 )
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* fix checkpoint naming + trial id for non-ray mode, fix the bug in running test mode, delete all the checkpoints in non-ray mode
* finished testing for checkpoint naming, delete checkpoint, ray, max iter = 1
* adding predict_proba, address PR 293's comments
close #293 #291
2021-11-23 11:26:39 -08:00
Xueqing Liu
42de3075e9
Make NLP tasks available from AutoML.fit() ( #210 )
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Sequence classification and regression: "seq-classification" and "seq-regression"
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-11-16 11:06:20 -08:00
Chi Wang
92ebd1f7f9
when max_iter=1, skip search only if retrain_final ( #280 )
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* when max_iter=1, skip search only if retrain_final
* remove nlp
redesign in #210
* minor change in readme example
2021-11-09 21:51:23 -08:00
Xueqing Liu
6133db84e8
remove learning_rate and weight_decay ( #113 )
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* remove varying_arg1, varying_args
2021-06-19 09:27:51 -07:00
Xueqing Liu
cd4be9c0e5
add notebook ( #109 )
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* added support for transformers==3.4.0
* updating error message
* adding arxiv
2021-06-17 21:42:26 -07:00
Xueqing Liu
a5a5a4bc20
fixed API doc and import ( #108 )
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* removed run_analysis.py, run_autohf.py, test_jupyter.py
2021-06-15 09:55:23 -07:00
Xueqing Liu
926589bdda
exception, coverage for autohf ( #106 )
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* increase coverage
* fixing exception messages
* fixing import
2021-06-14 14:11:40 -07:00
Xueqing Liu
a4049ad9b6
autohf ( #43 )
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automate huggingface transformer
2021-06-09 08:37:03 -07:00
