A Conditional Two-sample Test

The structure of this repository is the following:

.
├── results                     # result files (empty)
├── src                         # Source files
│   ├── experiments             # Main scripts for experiments
│   ├── expyro                  # Utility package for experiment management
│   ├── figures                 # Scripts for generating figures
│   ├── rkhs                    # Utility package for kernel computations
├── requirements.txt            # .txt-file with package specifications
└── README.md

Reproducing results

You can reproduce all presented results with our hyperparameter configurations by running the following commands:

pip install -r requirements.txt
python -m src.experiments.error_rates
python -m src.experiments.example_1d
python -m src.experiments.example_2d
python -m src.experiments.monitoring

The results are saved to the results folder.

Our figures can be generated from these results by running the following commands:

python -m src.figures.figure_1
python -m src.figures.figure_2
python -m src.figures.figure_3
python -m src.figures.figure_4
python -m src.figures.figure_5
python -m src.figures.figure_6
python -m src.figures.figures_error_rates