This project predicts rainfall for the Kannauj district using a Long Short-Term Memory (LSTM) neural network. With a custom-collected dataset and advanced techniques like 5-fold cross-validation and ...

Notifications You must be signed in to change notification settings df = df[['ANNUAL']].dropna() scaler = MinMaxScaler() scaled_data = scaler.fit_transform(df)def ...

Abstract: For practical purposes including managing water supplies, building infrastructure, and growing food, rainwater prediction is crucial. Since precipitation time series ... with Long Short-Term ...

Streamflow predictions remain a challenge for poorly gauged and ungauged catchments. Recent research has shown that deep learning methods based on Long Short-Term Memory (LSTM) cells outperform ...