PyTorch Bob Bindings

bob.learn.pytorch is a high-level library, written in Python that runs on top of PyTorch. The goal here is to be able to do fast experimentation with neural networks.

Todo

Update the doc, most of the material here is outdated !

Users Guide

• User guide
  • Anatomy of the package
  • Defining and training a network on an arbitrary dataset
  • A more realistic example
• DCGAN
• Conditional GAN
• Multi-Channel CNN (MCCNN) for face PAD
  • Training MCCNN for face PAD
• Audio Embedding Extractor
  • DltResNet Model
  • ResNet Model
  • A concrete example

Reference Manual

• Python API
  • Architectures
  • Datasets
  • Scripts
  • Trainers
  • Preprocessors
  • Extractors

Indices and tables

• Index

• Module Index

• Search Page