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arxiv: 1710.00379 · v1 · pith:5W3XLNPKnew · submitted 2017-10-01 · 💻 cs.LG

libact: Pool-based Active Learning in Python

classification 💻 cs.LG
keywords packageactivelearningpythonlibactstrategiesusersactive-learning-by-learning
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libact is a Python package designed to make active learning easier for general users. The package not only implements several popular active learning strategies, but also features the active-learning-by-learning meta-algorithm that assists the users to automatically select the best strategy on the fly. Furthermore, the package provides a unified interface for implementing more strategies, models and application-specific labelers. The package is open-source on Github, and can be easily installed from Python Package Index repository.

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