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.