Nobody has mentioned array-api (and data-apis more generally), which is trying to standardize the way people interact with arrays across the Python ecosystem.
Sounds like a great idea, but difficult to achieve. The announcement blog post was almost 5 years ago, do you know maybe what the impact of this project has been in practice?