https://github.com/AndreaCossu/clutils

Continual Learning utilities
https://github.com/AndreaCossu/clutils

continual-learning lifelong-learning pytorch

Last synced: about 2 months ago
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Continual Learning utilities

• Host: GitHub
• URL: https://github.com/AndreaCossu/clutils
• Owner: AndreaCossu
• License: gpl-3.0
• Created: 2020-07-11T12:31:28.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2021-03-12T09:43:37.000Z (over 3 years ago)
• Last Synced: 2024-07-22T16:52:18.737Z (2 months ago)
• Topics: continual-learning, lifelong-learning, pytorch
• Language: Python
• Homepage:
• Size: 219 KB
• Stars: 7
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# clutils

Continual Learning utilities in PyTorch.

> :warning: **This repository is not maintained anymore. Check out [Avalanche: an End-to-End Continual Learning library](https://github.com/ContinualAI/avalanche/) 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 :grin: 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 :smiley:

## 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`.