# Reproducing Experiments
## Section 4.3: Gaussian mixture experiments 
*(Non)USFlows:* Follow the instructions given in the ```README.md``` file in the nf4ad directory. The experiment configurations are contained in the ```nf4ad/experiments/gmm``` folder.
The implementation of the GMM experiments for DeepSVDD is provided in `deepsvdd-ls.ipynb`. It has dependencies from the USFlows library for consistent data generation and evaluation.

## Section 4.4: VAE-USFlow 
Follow the instructions given in the ```README.md``` file in the nf4ad directory. The experiment configurations are contained in the ```nf4ad/experiments/MVTec``` folder.

## Section 5: Anomalib
Follow the instructions given in the ```README.md``` file in the ```anomalib``` directory.


