Pytorch Deep Learning Template

First beta release! For now, we use the following tools

• data-augmentation: we included imgaug
• ready to go: by using poutyne a Keras-like framework you don't have to write any train loop.
• torchsummary to show a summary of your models
• reduce the learning rate on a plateau
• auto-saving the best model
• experiment tracking with comet
• logging using python logging module
• a playground notebook to quick test/play around