pytorch-utilities

This repo includes a variety of tools that are not a part of Pytorch or Torchvision, but are useful to me.

Optimisers

• RAdam [https://github.com/LiyuanLucasLiu/RAdam]
• AdaBound [https://github.com/Luolc/AdaBound]
• Lookahead [https://github.com/alphadl/lookahead.pytorch]
• Ranger [https://github.com/lessw2020/Ranger-Deep-Learning-Optimizer]

Datasets

• VOCDetection 2007/2012 including test split

Metrics

• Mean Average Precision
• Class-wise Average Precision

Losses

• Focal Loss

Utilities

• Harmonic Mean
• Exponential Moving Average