How energy forecasting works
Model | Developer | Model type | Code and docs |
---|---|---|---|
sklearn.LinearRegression | Scikit-learn | Linear regression | Code, Docs |
statsmodels.ARIMA | Statsmodels | ARIMA | Code, Docs |
sklearn.RandomForestRegressor | Scikit-learn | Random forest regression | Code, Docs |
sklearn.RandomForestRegressor | Scikit-learn | Random forest regression | Code, Docs |
LightGBM | Microsoft | Gradient boosting decision trees | Code, Docs |
XGBoost | DMLC | Gradient boosting decision trees | Code, Docs |
tensorflow | Neural networks | Code, Docs |