Sample Noise Impact on Active Learning

Prerequisites

This package requires the cardinal python package

pip install cardinal

Generate accuracy figures and tables

In order to generate a figure for a given task, simply go in the directory and call the plotting script. The script has some options but by default it generates the figures of the paper.

cd cifar10
python ../plots.py

Re-run the experiments

In order to run an experiment, simply go in the folder of the corresponding task and call the run script:

cd cifar10
python ../exp/run.py

One can specify the query sampling method to run as an argument to the script bur by default it run the experiments of the paper.