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Continual Learning tutorials and demo running on Google Colaboratory.
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
- Intro to Continual Learning notebook
- Intro to Deep Learning Frameworks notebook
- Replay Strategy notebook
- Generative Replay notebook
- Progressive Neural Networks notebook
- Genetic Pseudo Rehearsal notebook
- Permuted and split mnist notebook
- Forgetting with one neuron notebook
- Avalanche Demo notebook
How to run it
Colab
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Go to Google Colab and sign in!
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Go to the "GitHub" tab and type "continualai"
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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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