Deep Learning for Hydrometeorology and Environmental Science
portes grátis
Deep Learning for Hydrometeorology and Environmental Science
Singh, Vijay P.; Lee, Taesam; Cho, Kyung Hwa
Springer Nature Switzerland AG
01/2022
204
Mole
Inglês
9783030647797
15 a 20 dias
343
Descrição não disponível.
Introduction.- Mathematical Background.- Data Preprocessing.- Neural Network.- Training a Neural Network.- Updating Weights.- Improving model performance.- Advanced Neural Network Algorithms.- Deep learning for time series.- Deep learning for spatial datasets.- Tensorflow and Keras Programming for Deep Learning.- Hydrometeorological Applications of deep learning.- Environmental Applications of deep learning.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Hydrology;Meteorology;Artificial neural networks;Climate index;Convolutional neural networks;Lon Short-Term Memory (LSTM)
Introduction.- Mathematical Background.- Data Preprocessing.- Neural Network.- Training a Neural Network.- Updating Weights.- Improving model performance.- Advanced Neural Network Algorithms.- Deep learning for time series.- Deep learning for spatial datasets.- Tensorflow and Keras Programming for Deep Learning.- Hydrometeorological Applications of deep learning.- Environmental Applications of deep learning.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
