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5 search results found

Python codes for weakly-supervised learning

Pu Learning ⭐ 22

A collection of notebooks that implement algorithms introduced in "Learning from positive and unlabeled data: a survey"

🍊 PAUSE (Positive and Annealed Unlabeled Sentence Embedding), accepted by EMNLP'2021 🌴

Positive and Unlabeled Materials Machine Learning (pumml) is a code that uses semi-supervised machine learning to classify materials from only positive and unlabeled examples.

Arbitrary_pu ⭐ 6

NeurIPS'20 Paper: "Learning from Positive and Unlabeled Data with Arbitrary Positive Shift"

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