Artificial neural networks and regression modeling for water resources management in the upper indus basin “2279

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    Most Asian countries depend on agriculture, and Pakistan is the country most dependent on agriculture. LSTM Model Deep learning is a type of neural_network that uses a larger number of layers and layer types to model complex systems and interactions. Because traditional neural_networks cannot retain temporal information, recurrent neural_networks were developed using previous time step information. LSTMs are a deep learning version of recurrent neural_networks that can remember information for longer. The RMSE in the two-prediction model for testing and training is shown in Table4 of 1.6 From the observation of the . . .

     

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