Benchmarking Scripts

This directory hosts scripts for benchmarking recourse methods.

Installation

To install the necessary dependencies, run the following command:

pip install "jax-relax[dev]"

To reproduce the results in the paper, you can run

python -m benchmarks.built-in.run_all

Warning

These scripts are used to benchmark jax-relax<0.2.0>=0.1.0.

To run these scripts, install the dependencies as:

pip install "jax-relax[dev]<0.2.0"

Next, run the script as:

# run large dataset
python -m benchmarks.legacy.benchmark_large_dataset
# run scalability test
python -m benchmarks.legacy.benchmark_scalability