Regional precipitation forecasting in Israel using machine learning
-
Updated
Jul 9, 2025
#
rainfall-forecasting
Here are 3 public repositories matching this topic...
End-to-end time series forecasting project focused on predicting annual rainfall trends and identifying peak rainfall periods using historical meteorological data.
python data-science machine-learning time-series forecasting climate-data sarima rainfall-forecasting
-
Updated
Feb 24, 2026 - Jupyter Notebook
ML pipeline to forecast Mumbai's monthly rainfall using 121 years of IMD data. Compares XGBoost, Random Forest, SARIMA, LSTM, and Prophet — XGBoost achieves a ~69% RMSE reduction over SARIMA. Includes 12-month forward forecast and trained model.
python data-science machine-learning random-forest lstm xgboost prophet mumbai monsoon time-series-forecasting sarima rainfall-forecasting
-
Updated
Apr 26, 2026 - Jupyter Notebook
Improve this page
Add a description, image, and links to the rainfall-forecasting topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the rainfall-forecasting topic, visit your repo's landing page and select "manage topics."