modAL-python/modAL
A modular active learning framework for Python built on scikit-learn.
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modAL provides a flexible, extensible framework for active learning workflows in Python3. It enables algorithms to interactively query labels from users or other sources to train models more efficiently with less labeled data. Built on scikit-learn, it supports rapid prototyping of active learning pipelines with customizable query strategies and model integration.
Frequently asked
- What is modAL-python/modAL?
- A modular active learning framework for Python built on scikit-learn.
- Is modAL open source?
- Yes — modAL-python/modAL is open source, released under the MIT license.
- What language is modAL written in?
- modAL-python/modAL is primarily written in Python.
- How popular is modAL?
- modAL-python/modAL has 2.4k stars on GitHub.
- Where can I find modAL?
- modAL-python/modAL is on GitHub at https://github.com/modAL-python/modAL.