OpenSTEF/openstef

[OpenSTEF 4.0] Create adapter for sklearn transforms 8 days ago

good first issue OpenSTEF 4.0

OpenSTEF/openstef

152

Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

Python

#data-science#energy#energy-forecasting#forecasting#machine-learning#python#time-series

[OpenSTEF 4.0] Switch from pyright to 'ty' for typechecking. 27 days ago

good first issue OpenSTEF 4.0 to refine

OpenSTEF/openstef

152

Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

Python

#data-science#energy#energy-forecasting#forecasting#machine-learning#python#time-series

[OpenSTEF 4.0] Plot predict contributions (SHAP) 2 months ago

feature good first issue OpenSTEF 4.0

OpenSTEF/openstef

152

Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

Python

#data-science#energy#energy-forecasting#forecasting#machine-learning#python#time-series

feat(compat): add XGBoost 3.2 compatibility for custom objectives 2 months ago

good first issue dependencies OpenSTEF 4.0 enhancement

OpenSTEF/openstef

152

Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

Python

#data-science#energy#energy-forecasting#forecasting#machine-learning#python#time-series

[OpenSTEF 4.0] Implement Median Model 8 months ago

good first issue OpenSTEF 4.0

OpenSTEF/openstef

152

Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

Python

#data-science#energy#energy-forecasting#forecasting#machine-learning#python#time-series

[OpenSTEF 4.0] Add support for IterativeImputer for feature imputation 8 months ago

good first issue OpenSTEF 4.0 to refine

OpenSTEF/openstef

152

Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

Python

#data-science#energy#energy-forecasting#forecasting#machine-learning#python#time-series

[OpenSTEF 4.0] Implement Postprocessing and Validation 9 months ago

good first issue OpenSTEF 4.0

OpenSTEF/openstef

152

Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

Python

#data-science#energy#energy-forecasting#forecasting#machine-learning#python#time-series

[OpenSTEF 4.0] Isotonic Quantile Calibration (new feature see STEF confluence) 10 months ago

good first issue OpenSTEF 4.0 to refine

OpenSTEF/openstef

152

Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

Python

#data-science#energy#energy-forecasting#forecasting#machine-learning#python#time-series

[OpenSTEF 4.0] Dimensionality reduction transform 10 months ago

good first issue OpenSTEF 4.0 to refine

OpenSTEF/openstef

152

Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

Python

#data-science#energy#energy-forecasting#forecasting#machine-learning#python#time-series

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