clutils

Continual Learning utilities in PyTorch.

⚠️ This repository is not maintained anymore. Check out Avalanche: an End-to-End Continual Learning library for a real Pytorch-based framework for CL 😄

Feel free to take a look around if you want to check CL strategies implementations or other stuff. But beware 😁 this repo is highly tailored to my research activity and workflow. Hence, it is not meant for general use as CL framework. If you find it useful in some way, then all the better! Reach out at any time for any discussion / clarifications 😃

STRUCTURE

audio: preprocessing and managing audio signals datasets: loading datasets adapted for CL experiments: managing experiments and training extras: additional stuff metrics: popular performance metrics models: implementation of models (MLP, RNNs...) monitors: monitoring main metrics and experiment logs strategies: CL strategies video: preprocessing and managing video

TO INSTALL

pip install [-e] git:github.com/AndreaCossu/clutils

Use -e to avoid reinstall in case of code improvements.

Otherwise, clone the repository and add the folder /path/to/clutils/repo to PYTHONPATH.