autogen

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Author	SHA1	Message	Date
Xueqing Liu	42de3075e9	Make NLP tasks available from AutoML.fit() (#210 ) Sequence classification and regression: "seq-classification" and "seq-regression" Co-authored-by: Chi Wang <wang.chi@microsoft.com>	4 years ago
Qingyun Wu	a229a6112a	Support parallel and add random search (#167 ) * non hashable value out of signature * parallel trials * add random in _search_parallel * fix bug in retraining * check memory constraint before training * retrain_full * log custom metric * retraining budget check * sample size check before retrain * remove 'time2eval' from result * report 'total_search_time' in result * rename total_search_time to wall_clock_time * rename train_loss boolean to log_training_metric * set default train_loss to None * exclude oom result * log retrained model * no subsample * doc str * notebook * predicted value is NaN for sarimax * version Co-authored-by: Chi Wang <wang.chi@microsoft.com> Co-authored-by: Qingyun Wu <qxw5138@psu.edu>	4 years ago
Kevin Chen	3d0a3d26a2	Forecast (#162 ) * added 'forecast' task with estimators ['fbprophet', 'arima', 'sarimax'] * update setup.py * add TimeSeriesSplit to 'regression' and 'classification' task * add 'time' split_type for 'classification' and 'regression' task Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com> * feature importance * variable name * Update test/test_split.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * Update test/test_forecast.py Co-authored-by: Chi Wang <wang.chi@microsoft.com> * prophet installation fail in windows * upload flaml_forecast.ipynb Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>	4 years ago

Author

SHA1

Message

Date

Xueqing Liu

42de3075e9

Make NLP tasks available from AutoML.fit() (#210 )

Sequence classification and regression: "seq-classification" and "seq-regression"

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

4 years ago

Qingyun Wu

a229a6112a

Support parallel and add random search (#167 )

* non hashable value out of signature

* parallel trials

* add random in _search_parallel

* fix bug in retraining

* check memory constraint before training

* retrain_full

* log custom metric

* retraining budget check

* sample size check before retrain

* remove 'time2eval' from result

* report 'total_search_time' in result

* rename total_search_time to wall_clock_time

* rename train_loss boolean to log_training_metric

* set default train_loss to None

* exclude oom result

* log retrained model

* no subsample

* doc str

* notebook

* predicted value is NaN for sarimax

* version

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qxw5138@psu.edu>

4 years ago

Kevin Chen

3d0a3d26a2

Forecast (#162 )

* added 'forecast' task with estimators ['fbprophet', 'arima', 'sarimax']

* update setup.py

* add TimeSeriesSplit to 'regression' and 'classification' task

* add 'time' split_type for 'classification' and 'regression' task

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

* feature importance

* variable name

* Update test/test_split.py

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* Update test/test_forecast.py

Co-authored-by: Chi Wang <wang.chi@microsoft.com>

* prophet installation fail in windows

* upload flaml_forecast.ipynb

Signed-off-by: Kevin Chen <chenkevin.8787@gmail.com>

4 years ago

3 Commits (cbb85e2aabdb656aafaf0cf42334f45ce2f03bdf)