Keras/TensorFlow-Machine Learning of Dynamical Systems Using Recurrent Neural Networks-GRU,LSTM

#machinelearning #controlengineering #controltheory #recurrentneuralnetworks #tensorflow #keras #machinelearningtutorial #pythontutorial #controltheorytutorial #pidcontrol #systemidentification #signalprocessing
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In this video, we explain how to use Keras/TensorFlow machine learning libraries to learn models of dynamical systems. We explain:
1.) Background information on dynamical systems and recurrent neural networks
2) How to organize the input-output data using tensors
3) How to implement learning in Keras/TensorFlow
A post accompanying this video can be found here:
https://aleksandarhaber.com/using-recurrent-neural-networks-and-keras-tensorflow-to-learn-input-output-behaviour-of-dynamical-systems/

Видео Keras/TensorFlow-Machine Learning of Dynamical Systems Using Recurrent Neural Networks-GRU,LSTM канала Aleksandar Haber