BEM: Better Experimentation Manager (for generative models)

This repo provides a unique framework to experiment with different deep generative models, making it vastly easier to:

• Train them
• Evaluate them
• Compare them

How to use

Config file

Structure

Available datasets

Functions to define

Default example with Denosing Diffusion (DDPM)

Logger

Scripts

Todo

General structure and prescribed behaviour

Training

Evaluation

Storing/Checkpointing

Retrieving experiments results: comparison, charts, plots...

Get notebook code

Misc