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DeepAL: Deep Active Learning in Python

Published in arXiv (Cornell University) • Nov 30, 2021
NobleIDNI9P39W88R87S76
Authors:
Kuan-Hao Huang

Abstract

We present DeepAL, a Python library that implements several common strategies for active learning, with a particular emphasis on deep active learning. DeepAL provides a simple and unified framework based on PyTorch that allows users to easily load custom datasets, build custom data handlers, and des...

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