Python Typing Packages

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

apischema

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

torchtyping

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

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

poltergeist

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

utype

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

vim-eof-comment

Adds Vim EOF modeline comments for given filetypes in given directories

marshmallow-generic

Generic schema with full typing support and minimal boilerplate

aws-lambda-types

🏷️ Python typing hints collection for AWS Lambda functions

markdown-doc

Generate Markdown documentation from Python code

docsource

Parse, check and update doc-string documentation

saferaise

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

flake8-sqlalchemy2

A flake8 plugin for SQLAlchemy 2.0

bearboto3

Facilitates using beartype runtime type-checking with the AWS SDK

typeshi

Easy-to-use TypedDict generation utilities

fastapi-depends

Use your FastAPI dependencies in plain python code