PyTorch Time Sequence Prediction With LSTM - Forecasting Tutorial
In this Python Tutorial we do time sequence prediction in PyTorch using LSTMCells.
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The neural network learns sine wave signals and tries to predict the signal values in the future.
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Code was taken and adapted from official examples repo:
Timeline:
00:00 - Intro
01:30 - Sine Wave Creation
06:30 - LSTM Model
15:50 - Training Loop
27:55 - Final Testing
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