On software quality. Same goes for a model. It doesn't exist in a vacuum, context matters -- therefore, each layer of the model matters, from equations up to the usage API. We try to do this properly with the unirep model.

https://martinfowler.com/articles/is-quality-worth-cost.html

Building tools to interact with your data

Very cool blog post documenting what

https://www.scottcondron.com/jupyter/visualisation/audio/2020/10/21/interactive-audio-plots-in-jupyter-notebook.html

Synthetic Data Vault

Generate synthetic data to help preserve privacy!

https://sdv.dev/

Deduplipy

https://www.deduplipy.com/

which uses ModAL underneath the hood

https://modal-python.readthedocs.io/en/latest/index.html