Zhonghua Zheng
05292c8c74
added "**kwargs" to "predict" ( #641 )
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* added "**kwargs" to "predict" functions
2022-07-26 16:19:37 -04:00
Xueqing Liu
a64956a7c8
updating search space ( #633 )
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* updating search space
2022-07-11 18:20:09 -04:00
Xueqing Liu
8fb1c1a29a
fix NER roberta bug ( #632 )
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* fix NER roberta bug
2022-07-10 23:04:26 -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
Xueqing Liu
214566313c
disable max_len for ner ( #629 )
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* disable max_len for ner
2022-07-10 06:33:02 -04:00
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
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
Chi Wang
cf1dfd3966
fix resource limit issue ( #589 )
2022-06-15 13:46:52 -07:00
Chi Wang
0642b6e7bb
init value type match ( #575 )
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* init value type match
* bump version to 1.0.6
* add a note about flaml version in notebook
* add note about mismatched ITER_HP
* catch SSLError when accessing OpenML data
* catch errors in autovw test
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
2022-06-09 08:11:15 -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
Xueqing Liu
2ca9e41e4b
fixing roberta add_prefix_space bug ( #546 )
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* fixing roberta add_prefix_space bug
2022-05-12 10:57:25 -04:00
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
Jaden Kropp
d03038bfcb
docstr cleanup #523 : removed lines 259 to 260 in a1c49ca ( #524 )
2022-04-27 07:50:38 -07:00
Xueqing Liu
cfed657812
Handling fractional gpu_per_trial for NLP ( #513 )
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* handling fractional gpu_per_trial
2022-04-12 14:46:14 -04:00
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
5f97532986
adding evaluation ( #495 )
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* adding automl.score
* fixing the metric name in train_with_config
* adding pickle after score
* fixing a bug in automl.pickle
2022-03-25 17:00:08 -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
31ac984c4b
don't init global search with points_to_evaluate unless evaluated_rewards is provided; handle callbacks in fit kwargs ( #469 )
2022-03-01 18:39:16 -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
6960a833ec
Gpu support for xgboost ( #442 )
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* xgboost gpu support
* test xgboost gpu
* test sparse data
* add xgboost test
* remove ray.init to avoid pytest error
2022-01-30 13:02:18 -08:00
Kevin Chen
c75f97b475
Change the upper bound for "lags" hyperparameter for sklearn forecast models ( #437 )
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* update model.py
- change upper bound for "lags" hyperparameter
* update test_forecast.py
- add a test for a large dataset
* update sample.py
- pre-commit changes
2022-01-30 07:30:30 -08:00
Kevin Chen
81f54026c9
Support time series forecasting for discrete target variable ( #416 )
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* support 'ts_forecast_classification' task to forecast discrete values
* update test_forecast.py
- add test for forecasting discrete values
* update test_model.py
* pre-commit changes
2022-01-24 18:39:36 -08:00
Chi Wang
38ad31ea25
remove FLAML sample size from config ( #418 )
2022-01-22 22:59:44 -08:00
Xueqing Liu
47d2295fb7
Set use_ray to True for logging to databricks ( #414 )
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* fixing use_ray bug
2022-01-18 18:37:35 -08:00
MichaelMarien
1c911da9f8
Sklearn api x ( #405 )
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* changed signature of automl.predict and automl.predict_proba to X
* XGBoostEstimator
* changed signature of Prophet predict to X
* changed signature of ARIMA predict to X
* changed signature of TS_SKLearn_Regressor predict to X
2022-01-16 14:37:56 -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
dda4ac90a1
moving intermediate_results logging from model.py to huggingface/trainer.py ( #403 )
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* replacing val_loss with automl_metric
2022-01-14 17:26:10 -08:00
Chi Wang
569908fbe6
fix issues in logging, bug in space.py, constraint sign, and improve code coverage ( #388 )
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* console log handler
* version update
* doc
* skippable steps
* notebook update
* constraint sign
* doc for constraints
* bug fix: define-by-run and unflatten_hierarchical
* const
* handle nested space in indexof()
* test grid search
* test suggestion
* model test
* >1 ckpts
* always increase iter count
* log total # iterations
* security patch
* make iter_per_learner consistent
2022-01-14 13:39:09 -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
f41f1c2198
Logging multiple checkpoints ( #394 )
2022-01-12 19:50:39 -08:00
liususan091219
303d40c76c
set verbose for transformers
2022-01-11 21:42:27 -08:00
Xueqing Liu
bd66e40296
fixing load best model at the end ( #389 )
2022-01-11 10:47:53 -08:00
Xueqing Liu
c54c1246c6
fixing auto metric bug ( #387 )
2022-01-07 16:25:58 -08:00
Kevin Chen
d4273669e6
Time series forecasting with sklearn regressors ( #362 )
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* add sklearn regressors as learners for ts_forecast task
* add direct forecasting strategy
warnings and errors for duplicate rows and missing values
- add preprocess for sklearn time series forecast
update automl.py
update test/test_forecast.py
* update model.py and test_forecast.py for cv eval_method
* add "hcrystalball" dependency in setup.py
* update automl.py
- add _validate_ts_data function for abstraction
- include xgb_limitdepth as a learner
* update model.py
- update search space for sklearn ts regressors
* update automl.py and test_forecast.py for numpy array inputs
* add documentations to model.py
* add documentation for removing catboost regressor
* update automl.py
- _validate_ts_data() function
Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>
2022-01-06 23:12:38 -08:00
Chi Wang
612668e8ed
serialize TransformerEstimator ( #381 )
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* serialize TransformerEstimator
* check has_attr
* custom metric needs trainer
* skip test on mac
2022-01-06 10:28:19 -08:00
Chi Wang
cd9740f022
Fix several issues for nlp tasks ( #380 )
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* num cpu issue #378 ;
* temp fix for ray issue #379 ;
* transformers version.
2022-01-05 13:49:12 -08:00
Xueqing Liu
207b6935d9
adding token classification ( #376 )
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* adding ner
2022-01-03 13:44:10 -05:00
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
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
Xueqing Liu
b2900f4b22
fixing custom metric ( #357 )
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* fixing the error for custom metric
2021-12-24 16:23:09 -05:00
Xueqing Liu
dcfd218108
Fixing the bug in custom metric ( #356 )
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* fixing the bug for custom metric
2021-12-23 18:44:53 -05:00
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
Chi Wang
434586e2e2
train at least one iter when not trained ( #336 )
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* train at least one iter when not trained
* bump version to 0.9.1
2021-12-12 20:05:18 -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
Chi Wang
54d303a95a
bug fix in confg2params ( #323 )
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* bug fix in confg2params
* set the task property before config2params
2021-12-03 19:37:49 -08:00
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
Chi Wang
c57954fbbd
include default value in rf search space ( #317 )
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* include default value in rf search space
* init _mem_per_iter with -1
* bump version to 0.8.2
* docstr for search space's arguments
2021-12-03 09:15:21 -08:00
