k api to pytorch - examples

A simple example classifying spirals is a good starting point, then the examples using MNIST digits. More recent models using self-attention and transformer layers are used in the GPT and CCT scripts, along with some examples of recurrent networks, time series prediction and image classification.

• Start
• GPT
  • Scripts
  • GPT model
  • Math
  • Character-level language model
  • Callback module
• Compact Convolutional Transformer (CCT)
  • Scripts
  • CCT model
  • MNIST script
  • CIFAR-10 script
• MNIST
  • Scripts
  • Data
  • Single layer
  • Linear layers
  • Convolutional model
  • Weight averaging
  • SimpNet
  • GAN
  • Conditional GAN
  • Recurrent Model
• Recurrent networks
• Time series
• Vision
  • Scripts
  • Downloading the data
  • Basic ResNet model
  • Wide ResNet model

Indices and tables

• Index

• Search Page