PyTorch-examples

Machine learning examples using the PyTorch library.

Autograd.ipynb

• Check Autograd differentiation

LinearRegression.ipynb

• Simple linear regression in Pytorch.

FunctionRegression.ipynb

• Simple function regression in Pytorch.
• Plot statistics: Train & Val loss, Learning rate, Gradient nomrs

RNNSinCurve.ipynb

• Recurrent Neural Network for Sin[x] curve sequence prediction.

Signal2Signal.ipynb

• Learn a signal to signal regression.

Encoder_Decoder.ipynb

• Simple encoder for time series.