Pytorch

0 Quickstart

• nn.CrossEntropy ???
• argmax ???

1 Tensor

• Squeeze ???
• Unsqueeze ???

Dataset and Dataloader

• torch.randint(size=(1,)) ???

Auto Gradient

Basics

• Dataset and DataLoaders
• Transforms
• Model
• Optimization
• Save and Load Model

2.3 torch.nn

• Network Layers
• Network Parameters
• Non-Linear Activation Functions
• Build your own neural network
• Loss Functions