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Active Learning

Repository for work related to Liu et al. "Active Learning Using Various Representations." Digital Discovery (in peer review, submitted 03/09/2024)​

Installation

Conda

Install Mamba. The environment is contained in the environment.yml file. It's name is active-learning so remove it if it already exists.

$ mamba env remove -n active-learning

Then create the new environment

$ mamba env create -f environment.yml
$ mamba activate active-learning

To test that things are working.

$ cd 2D

Edit config.yml and set n_iterations: 1 so that the job runs quickly and then run

$ snakemake --cores 1

It should generate a file called plot.png in the job_name directory defined in config.yml. Check that the plot looks reasonable.