Introductory Session on PyTorch

• ./pytorch
• PyTorch vs Tensorflow [1] [2]
• Hello World
• Basic Operations
• Linear Regression
• Neural Networks
• MLP for MNIST classification

Models

• Linear Regression
• Multi-layer Perceptron

Data

• MNIST

Requirements

• python 3.5/3.6
• pytorch (compatible with python 3.5/3.6)
• jupyter notebook (that runs python 3.5/3.6 kernel; check with sys.version)
• MNIST data (run pull_mnist)

Resources

• Installation
• Getting Started
• Documentation
• The Incredible PyTorch
• Awesome PyTorch