Active WeaSuL: Improving Weak Supervision with Active Learning

This repository contains the code and experiments that correspond to our paper https://weasul.github.io/papers/10.pdf.

The main experimental results from the paper can be found in notebooks/experiments.ipynb. This notebook produces all figures from the results section.

Setup

Install the package using:

pip install git+git://github.com/SamanthaBiegel/ActiveWeaSuL.git

Note: If you get the error error: invalid command 'bdist_wheel', you need to install wheel with the command:

pip install wheel