ContinualAI/avalanche
A PyTorch-based end-to-end library for continual learning research and benchmarking.
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Avalanche is an open-source library for continual learning that provides researchers with tools for fast prototyping, training, and reproducible evaluation of continual learning algorithms. It offers standardized benchmarks, training strategies, and evaluation metrics specifically designed for scenarios where models must learn continuously from streaming data without forgetting previously acquired knowledge.
Frequently asked
- What is ContinualAI/avalanche?
- A PyTorch-based end-to-end library for continual learning research and benchmarking.
- Is avalanche open source?
- Yes — ContinualAI/avalanche is open source, released under the MIT license.
- What language is avalanche written in?
- ContinualAI/avalanche is primarily written in Python.
- How popular is avalanche?
- ContinualAI/avalanche has 2.1k stars on GitHub.
- Where can I find avalanche?
- ContinualAI/avalanche is on GitHub at https://github.com/ContinualAI/avalanche.