2017/10/01 by Yao-Yuan Yang, Yang, Yao-Yuan, Shao-Chuan Lee +9
Computer Science · #Machine Learning and Algorithms #Computability, Logic, AI Algorithms #Machine Learning and Data Classification
paper · pdf · doi:10.48550/arxiv.1710.00379
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.