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About the developer

ContinualAI
178 Stars 44 Forks MIT License 83 Commits 2 Opened issues

Description

Continual Learning tutorials and demo running on Google Colaboratory.

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Contributors list

ContinualAI - Colab

ContinualAI is an open research community on the topic of Continual Learning and AI! :-) We are building an open-source, collaborative wiki at continualai.org as well as creating a community of CL enthusiasts! Join us today on slack! :D

ContinualAI - Colab is a repository meant for tutorials and demo running on Google Colaboratory. The central idea is to collaboratively create a number of notebooks and scripts (for demo, showcasing & tutorials) which can be directly imported in Google Colab and are related to Continual Learning. Now, spread the power of Continual Learning! :-)


Content

Avalanche

Avalanche is a new end-to-end library for Continual Learning, developed and mantained by Continual AI. Check it out!

  • From Zero to Hero 1: Introduction notebook
  • From Zero to Hero 2: Models notebook
  • From Zero to Hero 3: Benchmarks notebook
  • From Zero to Hero 4: Training notebook
  • From Zero to Hero 5: Evaluation notebook
  • From Zero to Hero 6: Logging notebook
  • From Zero to Hero 7: Putting It All Together notebook
  • From Zero to Hero 8: Extending Avalanche notebook
  • From Zero to Hero 9: Contributing notebook

How to run it

Colab

  1. Go to Google Colab and sign in!

  2. Go to the "GitHub" tab and type "continualai"

  3. Pick a notebook an run it! :-)

How to contribute

We have a detailed account of the contribution procedure and guidelines in the corresponding file: CONTRIBUTING

You can also join our community on Slack for discussions: ContinualAI Slack

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