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jaxtyping

Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/

scipy-stubs

Reliable static typing support for SciPy

optype

Opinionated typing package for precise type hints in Python

torchtyping

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

apischema

JSON (de)serialization, GraphQL and JSON schema generation using Python typing.

typecoverage

A strict CLI + library API to report untyped variables, arguments, and function returns in Python code

type-lens

Runtime type introspection utilities

awslambdaric-stubs

🏷️ Stubs for AWS Lambda Python Runtime Interface Client(awslambdaric)

quax

Multiple dispatch over abstract array types in JAX.

python-typing-update

Update Python typing syntax

typeshed-stats

Library and command-line tool to gather stats on typeshed packages

is-annotated

Check if a type hint is an `Annotated` type

vim-eof-comment

Python tool to ensure Vim EOF comments in given files.

marshmallow-generic

Generic schema with full typing support and minimal boilerplate

utype

Declare & parse types / dataclasses / functions based on Python type annotations

aws-lambda-types

🏷️ Python typing hints collection for AWS Lambda functions

poltergeist

Rust-like error handling in Python, with type-safety in mind.

markdown-doc

Generate Markdown documentation from Python code

saferaise

Checked exceptions for Python. Declare what your functions raise, and let saferaise enforce it - using your existing try/except blocks.

docsource

Parse, check and update doc-string documentation

flake8-sqlalchemy2

A flake8 plugin for SQLAlchemy 2.0

bearboto3

Facilitates using beartype runtime type-checking with the AWS SDK.

typeshi

Dict to TypedDict generation and conversion utilities for Python 📖✨

unpy

Python stub backporter