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SPEAR : Semi-supervised Data Programming in Python

Published in arXiv (Cornell University) • Aug 1, 2021
Authors:
Guttu Sai Abhishek
,
Harshad Ingole
,
Parth Laturia

Abstract

We present SPEAR, an open-source python library for data programming with semi supervision. The package implements several recent data programming approaches including facility to programmatically label and build training data. SPEAR facilitates weak supervision in the form of heuristics (or rules) ...

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