Different algorithms may give better performance, depending on the application, although `'hom'` currently performs fastest on some [simple benchmarks](examples/cpp/alg_comparison.py).
## Featurization Layers
Persistence diagrams are hard to work with directly in machine learning. We implement some easy to work with featurizations.