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libact: Pool-based Active Learning in Python

Published in arXiv (Cornell University) • Oct 1, 2017
NobleIDNI5P34W52R28S77
Authors:
Yao-Yuan Yang
,
Shao-Chuan Lee
,
Yu-An Chung

Abstract

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 f...

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