Indirect Active Learning

This repository contains a Python implementation of simulations supporting the paper:

Singh, S. (2022). Indirect Active Learning.

A preprint of the paper is available on ArXiv.

To reproduce Figures 3, 4, and 5 of that paper:

1. Install Python 3.9.
2. Run pip install -r requirements.txt. You may want to do this within a virtual environment.
3. To reproduce Figure 3, run python figure_3.py. This took us ~30 minutes to run. To reproduce Figure 4, run python figure_4.py. This took us ~4 hours to run. To reproduce Figure 5, run python figure_5.py. This took us ~1 second to run.

We ran these scripts on an Ubuntu laptop with Intel Core i7-10750H CPU.