Optimize selected hyperparameters for LSTM/fc models on CESM with lead 1

MarcoLandtHayen / predict_sahel_rainfall

Predict rainfall in the African Sahel region with various machine learning and deep learning methods.

MIT License

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Optimize selected hyperparameters for LSTM/fc models on CESM with lead 1 #40

Closed MarcoLandtHayen closed 1 year ago

MarcoLandtHayen commented 1 year ago

Focus on LSTM/fc models, trained on all inputs from CESM data including months as additional input feature to predict Sahel rainfall with lead time 1 month.

optimize input length
with that optimal input length: optimize number of LSTM and fc units
update results table

(Partially solves #35)