Numpydantic

Numpydantic provides robust type and shape validation, and serialization capabilities for arbitrary array types (primarily NumPy arrays) within Pydantic models. It enables developers to define strict data contracts for numerical data, integrating seamlessly with Pydantic v1.x and v2.x. The current version is 1.8.1, with a consistent, active release cadence.