FLAML

mirror of https://github.com/microsoft/FLAML.git synced 2026-02-09 02:09:16 +08:00

Files

Kevin Chen 519bfc2a18 Integrate multivariate time series forecasting (#254 )

* Integrate multivariate time series forecasting, now supports
continuous and categorical variables

- update data.py to transform time series data
- update search space
- update documentations to reflect changes
- update test_forecast.py
- rename 'forecast' task to 'ts_forecast' task

* update automl.py and test_forecast.py

* update forecast notebook

* update README.md and setup.py

* update ml.py and test_forecast.py

- make "ds" and "y" constant variables

* replace constants with constant variables

* bump version to 0.7.0

* update setup.py
- support 'forecast' and 'ts_forecast'

* update automl.py and data.py
- support 'forecast' and 'ts_forecast' tasks

2021-10-30 09:48:57 -07:00

research

space -> main (#148 )

2021-08-02 16:10:26 -07:00

automl_in_sklearn_pipeline.ipynb

Support parallel and add random search (#167 )

2021-08-23 16:36:51 -07:00

flaml_automl.ipynb

fix bug in hierarchical search space (#248 ); optional dependency on lgbm and xgb (#250 )

2021-10-15 21:36:42 -07:00

flaml_autovw.ipynb

notebook example (#189 )