Lab05: Introduction to Neural Networks and PytorchΒΆ
In this lab, we will introduce the basic training steps of neural networks by starting with simple linear models in Numpy. Then we will introduce basic Pytorch data types, and re-implement the linear model in Pytorch. A number of important Pytorch functions are introduced in this lab.
The Linear Models in Numpy/Pytorch notebooks are adapted from: Deep Learning in Pytorch Step by Step Chapter 1 notebook on Github