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pypi.org "typing" keyword

View the packages on the pypi.org package registry that are tagged with the "typing" keyword.

doc484 0.3.5
Generate PEP 484 type comments from docstrings
7 versions - Latest release: almost 6 years ago - 1 dependent repositories - 355 downloads last month - 28 stars on GitHub - 1 maintainer
Top 1.2% on pypi.org
types-jinja2 2.11.9 💰
Typing stubs for Jinja2
14 versions - Latest release: over 3 years ago - 15 dependent packages - 208 dependent repositories - 1.68 million downloads last month - 4,582 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
pytype 2024.10.11
Python type inferencer
204 versions - Latest release: 6 months ago - 92 dependent packages - 605 dependent repositories - 364 thousand downloads last month - 4,533 stars on GitHub - 6 maintainers
Top 9.4% on pypi.org
phantom-types 3.0.2
Phantom types for Python
40 versions - Latest release: 6 months ago - 5 dependent packages - 1 dependent repositories - 203 thousand downloads last month - 210 stars on GitHub - 1 maintainer
google-auth-stubs 0.3.0
Type stubs for google-auth
3 versions - Latest release: 8 months ago - 6 dependent packages - 4 dependent repositories - 149 thousand downloads last month - 0 stars on GitHub - 1 maintainer
gmpy2-stubs 2.2.1.5
Type stubs (PEP 561) for gmpy2 2.2.1: GMP, MPFR, and MPC support.
6 versions - Latest release: 10 days ago - 1.52 thousand downloads last month - 2 stars on GitHub - 1 maintainer
Top 9.3% on pypi.org
typed-argparse 0.3.1
Write type-safe and elegant CLIs with a clear separation of concerns.
26 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 17.7 thousand downloads last month - 29 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
types-futures 3.3.8 💰
Typing stubs for futures
16 versions - Latest release: about 3 years ago - 7 dependent packages - 108 dependent repositories - 978 thousand downloads last month - 4,361 stars on GitHub - 1 maintainer
auto-init 0.0.5
Dependency injection thanks to type hints in Python 3.6+
5 versions - Latest release: over 6 years ago - 1 dependent repositories - 240 downloads last month - 0 stars on GitHub - 1 maintainer
keyboardsounds 5.9.1 💰
Adds the ability to play sounds while typing on any system.
37 versions - Latest release: 3 months ago - 1.14 thousand downloads last month - 34 stars on GitHub - 1 maintainer
protobuf-gen 0.0.4
Python 3 type hinted protobuf binding generator
3 versions - Latest release: about 7 years ago - 1 dependent repositories - 467 downloads last month - 14 stars on GitHub - 1 maintainer
sentinel-value 1.0.0
Sentinel Values - unique objects akin to None, True, False
6 versions - Latest release: over 3 years ago - 2 dependent packages - 1 dependent repositories - 1.63 thousand downloads last month - 1 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
types-jwt 0.1.3 💰
Typing stubs for jwt
4 versions - Latest release: almost 4 years ago - 5 dependent packages - 73 dependent repositories - 84.2 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 1.5% on pypi.org
sqlalchemy-stubs 0.4
SQLAlchemy stubs and mypy plugin
4 versions - Latest release: over 4 years ago - 47 dependent packages - 695 dependent repositories - 1.79 million downloads last month - 558 stars on GitHub - 1 maintainer
typed-ffmpeg 2.7.0
Modern Python FFmpeg wrappers offer comprehensive support for complex filters, complete with deta...
56 versions - Latest release: about 9 hours ago - 7.9 thousand downloads last month - 75 stars on GitHub - 1 maintainer
typed-ffmpeg-compatible 2.7.0
Modern Python FFmpeg wrappers offer comprehensive support for complex filters, complete with deta...
12 versions - Latest release: about 9 hours ago - 450 downloads last month - 132 stars on GitHub - 1 maintainer
Top 1.7% on pypi.org
typing-extensions 4.13.2 💰
Backported and Experimental Type Hints for Python 3.8+
44 versions - Latest release: 8 days ago - 7,473 dependent packages - 120,765 dependent repositories - 571 million downloads last month - 487 stars on GitHub - 6 maintainers
Top 1.9% on pypi.org
types-markupsafe 1.1.10 💰
Typing stubs for MarkupSafe
17 versions - Latest release: over 3 years ago - 1 dependent package - 150 dependent repositories - 1.7 million downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
types-flask 1.1.6 💰
Typing stubs for Flask
10 versions - Latest release: over 3 years ago - 13 dependent packages - 87 dependent repositories - 1.11 million downloads last month - 4,361 stars on GitHub - 1 maintainer
safetywrap 1.5.0
Rust-inspired typesafe result types
10 versions - Latest release: over 4 years ago - 2 dependent repositories - 1.03 thousand downloads last month - 45 stars on GitHub - 1 maintainer
Top 0.7% on pypi.org
types-backports 0.1.3 💰
Typing stubs for backports
4 versions - Latest release: almost 4 years ago - 35 dependent packages - 670 dependent repositories - 243 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
datatyping 0.6.0
Pythonic type checking
3 versions - Latest release: almost 7 years ago - 1 dependent repositories - 175 downloads last month - 35 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
types-enum34 1.1.8 💰
Typing stubs for enum34
18 versions - Latest release: about 3 years ago - 3 dependent packages - 594 dependent repositories - 994 thousand downloads last month - 4,582 stars on GitHub - 1 maintainer
Top 9.2% on pypi.org
pytest-monkeytype 1.1.0
pytest-monkeytype: Generate Monkeytype annotations from your pytest tests.
6 versions - Latest release: over 4 years ago - 10 dependent repositories - 3.8 thousand downloads last month - 45 stars on GitHub - 1 maintainer
Top 7.9% on pypi.org
xtyping 0.9.0
xtyping = typing + typing_extensions
25 versions - Latest release: 8 days ago - 6 dependent packages - 4 dependent repositories - 9.89 thousand downloads last month - 24 stars on GitHub - 2 maintainers
types-clang 0.14.3
Stubs package for Clang Python bindings
8 versions - Latest release: about 2 years ago - 1 dependent package - 1 dependent repositories - 3.07 thousand downloads last month - 5 stars on GitHub - 1 maintainer
hatch-gettext 1.1.0 💰
Hatch build hook plugin for GNU gettext
6 versions - Latest release: 12 months ago - 272 downloads last month - 3 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
types-orjson 3.6.2 💰
Typing stubs for orjson
5 versions - Latest release: over 3 years ago - 37 dependent packages - 282 dependent repositories - 557 thousand downloads last month - 4,361 stars on GitHub - 1 maintainer
pymupdf-stubs 1.25.5
Type stubs for PyMuPDF (fitz), automatically generated
2 versions - Latest release: about 20 hours ago - 1 maintainer
Top 1.0% on pypi.org
types-click 7.1.8 💰
Typing stubs for click
24 versions - Latest release: over 3 years ago - 79 dependent packages - 331 dependent repositories - 1.46 million downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 0.6% on pypi.org
types-pkg-resources 0.1.3 💰
Typing stubs for pkg_resources
4 versions - Latest release: almost 4 years ago - 89 dependent packages - 854 dependent repositories - 1.06 million downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 7.9% on pypi.org
types-send2trash 1.8.2 💰
Typing stubs for Send2Trash
10 versions - Latest release: over 3 years ago - 1 dependent package - 1 dependent repositories - 10.6 thousand downloads last month - 3,873 stars on GitHub - 1 maintainer
types-click-default-group 1.2.0.20250413 💰
Typing stubs for click-default-group
4 versions - Latest release: 6 days ago - 2.72 thousand downloads last month - 3,873 stars on GitHub - 1 maintainer
Top 1.3% on pypi.org
types-colorama 0.4.15 💰
Typing stubs for colorama
32 versions - Latest release: almost 3 years ago - 45 dependent packages - 733 dependent repositories - 1.05 million downloads last month - 3,885 stars on GitHub - 1 maintainer
typeshed_stats 25.4.13
Library and command-line tool to gather stats on typeshed packages
55 versions - Latest release: 6 days ago - 1.7 thousand downloads last month - 9 stars on GitHub - 1 maintainer
Top 2.0% on pypi.org
types-werkzeug 1.0.9 💰
Typing stubs for Werkzeug
19 versions - Latest release: over 3 years ago - 1 dependent package - 87 dependent repositories - 1.28 million downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 1.6% on pypi.org
types-attrs 19.1.0 💰
Typing stubs for attrs
6 versions - Latest release: almost 4 years ago - 8 dependent packages - 57 dependent repositories - 72 thousand downloads last month - 4,048 stars on GitHub - 1 maintainer
Top 0.1% on pypi.org
mypy 1.15.0 💰
Optional static typing for Python
125 versions - Latest release: 2 months ago - 6,214 dependent packages - 52,771 dependent repositories - 47.3 million downloads last month - 18,405 stars on GitHub - 11 maintainers
django-huey-stubs 0.0.3
Type stubs for django-huey
3 versions - Latest release: almost 3 years ago - 1 dependent repositories - 307 downloads last month - 1 stars on GitHub - 1 maintainer
dependent-types 0.0.1
Dependent types for Python
2 versions - Latest release: about 5 years ago - 1 dependent repositories - 97 downloads last month - 211 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
types-lxml 2025.3.30
Complete lxml external type annotation
16 versions - Latest release: 20 days ago - 21 dependent packages - 13 dependent repositories - 907 thousand downloads last month - 27 stars on GitHub - 1 maintainer
mypy-dataklasses 0.1.1
MyPy Plugin for dataklasses
2 versions - Latest release: 2 months ago - 103 downloads last month - 1 stars on GitHub
scipy-stubs 1.15.2.2 💰
Type annotations for SciPy
16 versions - Latest release: 11 days ago - 151 thousand downloads last month - 2 stars on GitHub - 1 maintainer
somepytools 1.3.0
Just some useful Python tools
7 versions - Latest release: about 2 years ago - 1 dependent repositories - 337 downloads last month - 4 stars on GitHub - 1 maintainer
Top 2.0% on pypi.org
prisma 0.15.0 💰
Prisma Client Python is an auto-generated and fully type-safe database client
31 versions - Latest release: 8 months ago - 15 dependent packages - 1,020 dependent repositories - 317 thousand downloads last month - 1,813 stars on GitHub - 1 maintainer
Top 1.0% on pypi.org
typing 3.7.4 💰
Type Hints for Python
15 versions - Latest release: almost 6 years ago - 947 dependent packages - 16,192 dependent repositories - 7.16 million downloads last month - 1,543 stars on GitHub - 8 maintainers
sucolo-database-services-stubs 0.1.3
Type stubs for sucolo-database-services
1 version - Latest release: 1 day ago - 0 stars on GitHub - 1 maintainer
flask-typed-routes 0.2.5
Flask extension designed to effortlessly validate requests with Pydantic based on standard Python...
22 versions - Latest release: about 2 months ago - 896 downloads last month - 0 stars on GitHub - 1 maintainer
anystrenum 0.2.0
Elegant implementation of Enum which inherits from str or bytes
2 versions - Latest release: almost 6 years ago - 98 downloads last month - 1 maintainer
Top 1.4% on pypi.org
jaxtyping 0.3.1 💰
Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays.
44 versions - Latest release: 17 days ago - 125 dependent packages - 63 dependent repositories - 1.17 million downloads last month - 1,168 stars on GitHub - 1 maintainer
Top 8.6% on pypi.org
loguru-mypy 0.0.4 💰
mypy plugin for loguru
4 versions - Latest release: about 4 years ago - 3 dependent packages - 17 dependent repositories - 11.1 thousand downloads last month - 16 stars on GitHub - 1 maintainer
basedpyright 1.28.5
static type checking for Python (but based)
72 versions - Latest release: 10 days ago - 3 dependent packages - 575 thousand downloads last month - 1,106 stars on GitHub - 1 maintainer
fhir-types 0.2.4 💰
Types for FHIR Resources
1 version - Latest release: about 3 years ago - 1 dependent repositories - 1.79 thousand downloads last month - 18,405 stars on GitHub - 2 maintainers
cresset 0.1.1 💰
Instantiate Python objects with Jsonnet
2 versions - Latest release: over 1 year ago - 107 downloads last month - 18,405 stars on GitHub - 1 maintainer
perika-game 0.1.0 💰
Simple console game, for training rapid typing in you favorite shell.
1 version - Latest release: 8 months ago - 57 downloads last month - 17,490 stars on GitHub - 1 maintainer
bismuth-mypy 1.11.2b3 💰
Optional static typing for Python
3 versions - Latest release: 6 months ago - 1.57 thousand downloads last month - 18,405 stars on GitHub - 1 maintainer
mypy-dev 1.16.0a7 💰
Optional static typing for Python
40 versions - Latest release: 29 days ago - 1 dependent package - 16.2 thousand downloads last month - 18,405 stars on GitHub - 1 maintainer
Top 9.6% on pypi.org
datetype 2025.2.13 💰
A type wrapper for the standard library `datetime` that supplies stricter checks, such as making ...
10 versions - Latest release: 2 months ago - 1 dependent package - 1 dependent repositories - 9.98 thousand downloads last month - 18,405 stars on GitHub - 1 maintainer
pyk3d 0.0.1 💰
Optional static typing for Python
1 version - Latest release: about 4 years ago - 1 dependent repositories - 53 downloads last month - 18,405 stars on GitHub - 1 maintainer
blender-asset-tracer 1.5.1 💰
BAT parses Blend files and produces dependency information. After installation run `bat --help`
40 versions - Latest release: over 3 years ago - 1 dependent package - 1 dependent repositories - 1.58 thousand downloads last month - 18,405 stars on GitHub - 3 maintainers
smart-arg 1.1.2
Argument class <=> Human friendly cli
41 versions - Latest release: over 3 years ago - 2 dependent repositories - 793 downloads last month - 23 stars on GitHub - 2 maintainers
Top 7.7% on pypi.org
flake8-mypy-fork 20.5.1 💰
A plugin for flake8 integrating mypy (fork).
2 versions - Latest release: almost 5 years ago - 4 dependent packages - 6 dependent repositories - 146 downloads last month - 4,585 stars on GitHub - 1 maintainer
dst-annotations 2021.2a0
Features for dynamic inspection, interpretation and transformation of python's type annotations.
2 versions - Latest release: over 3 years ago - 1 dependent repositories - 92 downloads last month - 1 maintainer
jsonschema-typed 0.8.1
Automatic type annotations from JSON schemas
2 versions - Latest release: over 1 year ago - 1 dependent repositories - 186 downloads last month - 39 stars on GitHub - 2 maintainers
Top 3.0% on pypi.org
types-nmap 0.1.6 💰
Typing stubs for nmap
7 versions - Latest release: over 3 years ago - 1 dependent package - 5 dependent repositories - 17.6 thousand downloads last month - 3,873 stars on GitHub - 1 maintainer
Top 3.1% on pypi.org
types-pyjwt 1.7.1 💰
Typing stubs for PyJWT
2 versions - Latest release: almost 4 years ago - 2 dependent packages - 3 dependent repositories - 67.5 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
types-maxminddb 1.5.0 💰
Typing stubs for maxminddb
5 versions - Latest release: over 3 years ago - 25 dependent repositories - 1.04 million downloads last month - 4,585 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
types-pathlib2 2.3.0 💰
Typing stubs for pathlib2
9 versions - Latest release: over 3 years ago - 5 dependent repositories - 18.3 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
Top 4.0% on pypi.org
types-backports-abc 0.5.2 💰
Typing stubs for backports_abc
8 versions - Latest release: over 3 years ago - 6 dependent repositories - 17.6 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
types-fb303 1.0.0 💰
Typing stubs for fb303
8 versions - Latest release: over 3 years ago - 5 dependent repositories - 21.3 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
types-tornado 5.1.1 💰
Typing stubs for tornado
6 versions - Latest release: over 3 years ago - 1 dependent package - 11 dependent repositories - 18.1 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
types-kazoo 0.1.3 💰
Typing stubs for kazoo
4 versions - Latest release: almost 4 years ago - 5 dependent repositories - 17.6 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
types-openssl-python 0.1.3 💰
Typing stubs for openssl-python
4 versions - Latest release: almost 4 years ago - 5 dependent repositories - 18 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
Top 2.4% on pypi.org
types-itsdangerous 1.1.6 💰
Typing stubs for itsdangerous
9 versions - Latest release: over 3 years ago - 2 dependent packages - 20 dependent repositories - 72.1 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
types-geoip2 3.0.0 💰
Typing stubs for geoip2
5 versions - Latest release: over 3 years ago - 25 dependent repositories - 257 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
types-scribe 2.0.0 💰
Typing stubs for scribe
5 versions - Latest release: over 3 years ago - 5 dependent repositories - 13.2 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
types-routes 2.5.0 💰
Typing stubs for Routes
9 versions - Latest release: over 3 years ago - 3 dependent repositories - 17.6 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
Top 2.4% on pypi.org
types-pymssql 2.1.0 💰
Typing stubs for pymssql
6 versions - Latest release: over 3 years ago - 2 dependent packages - 8 dependent repositories - 175 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
types-typing-extensions 3.7.3 💰
Typing stubs for typing-extensions
4 versions - Latest release: about 4 years ago - 11 dependent packages - 4 dependent repositories - 768 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
qt-material-stubs 0.1.0 💰
Stubs for qt-material.
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 1.17 thousand downloads last month - 4,585 stars on GitHub - 1 maintainer
oxley 0.0.2
Dynamically generate pydantic classes from JSONschema at runtime
2 versions - Latest release: almost 3 years ago - 98 downloads last month - 25 stars on GitHub - 1 maintainer
typeit 0.27.2 💰
typeit brings typed data into your project
56 versions - Latest release: almost 5 years ago - 4 dependent repositories - 2.32 thousand downloads last month - 13 stars on GitHub - 1 maintainer
affection 0.1.1 💰
Algebraic Effect for modern Python.
2 versions - Latest release: almost 3 years ago - 2 dependent repositories - 116 downloads last month - 1,648 stars on GitHub - 1 maintainer
dynamight 0.1.0
Dynamic Strong Typing
1 version - Latest release: almost 8 years ago - 1 dependent repositories - 60 downloads last month - 0 stars on GitHub - 1 maintainer
typelog 0.3.0
Static typed structured logging
14 versions - Latest release: about 1 year ago - 1.7 thousand downloads last month - 0 stars on GitHub - 1 maintainer
teext 0.1.9
Typing extensions extensions
10 versions - Latest release: over 2 years ago - 1 dependent package - 4 dependent repositories - 582 downloads last month - 2 stars on GitHub - 1 maintainer
typingchecker 0.1.11
A tool for checking Python type annotations
12 versions - Latest release: about 1 year ago - 1 dependent package - 599 downloads last month - 1 maintainer
rio-ui 0.11.1
Build modern Websites and Apps just with Python
107 versions - Latest release: about 1 month ago - 9.64 thousand downloads last month - 2,835 stars on GitHub - 4 maintainers
annots 0.1.2
annots is the package that allow to use Python 3.6 variable annotations in handy way.
2 versions - Latest release: over 8 years ago - 100 downloads last month - 2 stars on GitHub - 1 maintainer
falcontyping 0.7.0
Add type hints support to Falcon with Pydantic and Marshmallow integration
13 versions - Latest release: over 5 years ago - 1 dependent repositories - 366 downloads last month - 1 stars on GitHub - 1 maintainer
pydantic-translations 0.3.0
Translations for pydantic errors.
5 versions - Latest release: about 2 months ago - 1 dependent repositories - 954 downloads last month - 9 stars on GitHub - 1 maintainer
infer_types 1.0.0
CLI tool to automatically annotate Python code.
8 versions - Latest release: about 2 years ago - 658 downloads last month - 74 stars on GitHub - 1 maintainer
mypy-test 0.1.4
Test mypy plugins, stubs, custom types.
5 versions - Latest release: over 1 year ago - 1 dependent repositories - 422 downloads last month - 5 stars on GitHub - 1 maintainer
astypes 0.2.6
Infer types for AST nodes.
8 versions - Latest release: about 2 years ago - 2 dependent packages - 769 downloads last month - 7 stars on GitHub - 1 maintainer
typeforce 0.2.1
CLI tool to propagate py.typed into third-party libraries.
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 148 downloads last month - 19 stars on GitHub - 1 maintainer
typeable 0.7.0
A Python type casting at runtime
7 versions - Latest release: 23 days ago - 1 dependent repositories - 292 downloads last month - 3 stars on GitHub - 1 maintainer
strictus-dictus 0.0.12
Strictus Dictus
11 versions - Latest release: over 6 years ago - 1 dependent repositories - 354 downloads last month - 0 stars on GitHub - 1 maintainer
jsonloader 0.9.1
No more boilerplate to check and build a Python object from JSON.
8 versions - Latest release: about 2 years ago - 1 dependent package - 1 dependent repositories - 874 downloads last month - 3 stars on GitHub - 1 maintainer
pytest-pyright 0.0.6 💰
Pytest plugin for type checking code with Pyright
5 versions - Latest release: about 1 year ago - 6 dependent repositories - 1.16 thousand downloads last month - 14 stars on GitHub - 1 maintainer
Top 6.4% on pypi.org
runtype 0.5.3
Type dispatch and validation for run-time Python
39 versions - Latest release: about 2 months ago - 4 dependent packages - 6 dependent repositories - 21.6 thousand downloads last month - 164 stars on GitHub - 1 maintainer
Related Keywords
python 239 types 81 mypy 57 python3 49 annotations 40 stubs 35 type 35 stub 35 validation 33 json 31 pydantic 25 type-hints 24 typechecker 20 linter 19 serialization 17 dataclasses 17 pep484 17 typehints 16 hints 14 dataclass 14 typed 14 terminal 13 python-typing 13 type-annotations 13 api 12 yaml 12 static-typing 12 schema 11 type-checking 11 flake8 11 cli 11 hinting 10 typehinting 10 parsing 10 typechecking 10 function 10 static-analysis 9 checking 9 type hints 9 toml 9 test 9 deserialization 9 python37 8 serde 8 numpy 8 checker 8 testing 8 pyright 8 python-types 8 pep561 8 game 8 parser 7 backport 7 runtime 7 dict 7 decorator 7 data 7 decorators 7 plugin 7 json-schema 7 pandas 7 curses 7 asyncio 7 keyboard 7 pytorch 7 console 6 typing-game 6 reflection 6 hacktoberfest 6 type-stubs 6 pylance 6 pytype 6 pytest 6 utilities 6 functional-programming 6 machine-learning 5 type annotations 5 annotation 5 pyre 5 config 5 python38 5 type-safety 5 wpm 5 deep-learning 5 pypi 5 generics 5 gui 5 tools 5 video 5 python36 5 attrs 5 sqlite 5 database 5 dependency-injection 5 validator 5 classes 4 stubs-only 4 library 4 docstrings 4 ini 4