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README.md

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@@ -23,7 +23,7 @@ Collection of awesome Python types, stubs, plugins, and tools to work with them.
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- [basedpyright](https://github.com/detachhead/basedpyright) - Pyright fork with improvements to VSCode support and various other fixes.
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- [mypy](https://github.com/python/mypy) - Optional static typing (PEP 484).
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- [pyanalyze](https://github.com/quora/pyanalyze) - Extensible static analyzer and type checker.
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- [pycharm](https://www.jetbrains.com/pycharm/) - IDE for Professional Developers.
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- [PyCharm](https://www.jetbrains.com/pycharm/) - IDE for Professional Developers.
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- [pylyzer](https://github.com/mtshiba/pylyzer/) - A fast static code analyzer & language server for Python, written in Rust.
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- [pyre](https://pyre-check.org/) - Performant type-checker.
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- [pyright](https://github.com/Microsoft/pyright) - Fast type checker meant for large Python source bases. It can run in a “watch” mode and performs fast incremental updates when files are modified.
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- [scipy-stubs](https://github.com/jorenham/scipy-stubs) - Stubs for [SciPy](https://github.com/scipy/scipy).
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- [sqlalchemy-stubs](https://github.com/dropbox/sqlalchemy-stubs) - Stubs for [SQLAlchemy](https://github.com/sqlalchemy/sqlalchemy).
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- [sqlalchemy2-stubs](https://docs.sqlalchemy.org/en/14/orm/extensions/mypy.html) - Official stubs and mypy plugin for [SQLAlchemy](https://www.sqlalchemy.org).
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- [torchtyping](https://github.com/patrick-kidger/torchtyping) - Enhanced type annotations for [pytorch](https://pytorch.org/).
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- [torchtyping](https://github.com/patrick-kidger/torchtyping) - Enhanced type annotations for [PyTorch](https://pytorch.org/).
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- [types-aiobotocore](https://vemel.github.io/types_aiobotocore_docs/) - Stubs for [aiobotocore](https://github.com/aio-libs/aiobotocore).
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- [typeshed](https://github.com/python/typeshed) - Collection of library stubs, with static types.
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@@ -132,11 +132,11 @@ Collection of awesome Python types, stubs, plugins, and tools to work with them.
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### Mypy plugins
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- [kubernetes-typed](https://github.com/gordonbondon/kubernetes-typed) - Plugin for kubernetes [CRD](https://kubernetes.io/docs/tasks/extend-kubernetes/custom-resources/custom-resource-definitions/) type checking.
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- [kubernetes-typed](https://github.com/gordonbondon/kubernetes-typed) - Plugin for Kubernetes [CRD](https://kubernetes.io/docs/tasks/extend-kubernetes/custom-resources/custom-resource-definitions/) type checking.
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- [loguru-mypy](https://github.com/kornicameister/loguru-mypy) - Plugin for [loguru](https://github.com/Delgan/loguru) support.
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- [mypy-zope](https://github.com/Shoobx/mypy-zope) - Plugin for [zope.interface](https://zopeinterface.readthedocs.io/en/latest/) support.
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- [mypy/plugins](https://github.com/python/mypy/tree/master/mypy/plugins) - Plugins already integrated into mypy.
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- [numpy](https://numpy.org/devdocs/reference/typing.html) - Plugin for [NumPy](https://numpy.org) support.
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- [NumPy](https://numpy.org/devdocs/reference/typing.html) - Plugin for [NumPy](https://numpy.org) support.
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- [pynamodb-mypy](https://github.com/pynamodb/pynamodb-mypy) - Plugin for [PynamoDB](https://github.com/pynamodb/PynamoDB) support.
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- [pydantic](https://docs.pydantic.dev/latest/integrations/mypy/) - Plugin for additional [Pydantic](https://docs.pydantic.dev/latest/) support.
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@@ -181,7 +181,7 @@ Collection of awesome Python types, stubs, plugins, and tools to work with them.
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- [PyTest MonkeyType Introduction](https://dev.to/ldrscke/type-annotate-an-existing-python-django-codebase-with-monkeytype-254i) - Type Annotate an existing Python Django Codebase with MonkeyType.
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- [The state of type hints in Python](https://bernat.tech/posts/the-state-of-type-hints-in-python/) - As of May 2018.
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- [Type hints cheat sheet](https://mypy.readthedocs.io/en/latest/cheat_sheet_py3.html) - Cheat sheet on writing type annotations by MyPy team.
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- [Typechecking Django and DRF](https://sobolevn.me/2019/08/typechecking-django-and-drf) - Full tutorial about type-checking django.
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- [Typechecking Django and DRF](https://sobolevn.me/2019/08/typechecking-django-and-drf) - Full tutorial about type-checking Django.
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- [Type Check Your Django Application](https://kracekumar.com/post/type_check_your_django_app/) - An article based on two recent talks on adding type checks to Django.
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- [typing](https://docs.python.org/3/library/typing.html) - Official Python documentation for `typing` module.
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- [Python-typing-koans](https://github.com/kracekumar/python-typing-koans/) - A set of examples to learn optional static typing in Python.
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- [ParamSpec Guide](https://sobolevn.me/2021/12/paramspec-guide) - Newly released feature in `PEP612` allows you do a lot of advanced typing things with functions and their signatures.
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- [Static Typing Python Decorators](https://rednafi.github.io/reflections/static-typing-python-decorators.html) - Accurately static typing decorators in Python is an icky business. The wrapper function obfuscates type information required to statically determine the types of the parameters and the return values of the wrapped function.
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## Communities
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- [python/typing](https://gitter.im/python/typing) - Official typing gitter chat.
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- [TypedDjango](https://gitter.im/mypy-django/Lobby) - Official organisation gitter chat.
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- [PythonRu#typing](https://python-ru.slack.com) - Russian slack chat (invites are [here](https://slack.python.ru/)) about types.
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## Related
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- [awesome-python](https://github.com/vinta/awesome-python) - Curated list of awesome Python frameworks, libraries, software and resources.

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