Table of Contents
Python Libraries with the Most GitHub Stars
Return to Python Libraries and Frameworks
3.5
As of my last update in January 2022, here's a list of the top 100 Python libraries with the most GitHub stars:
1. TensorFlow - An open-source machine learning framework developed by Google.
- GitHub Stars: Over 160k
2. Django - A high-level Python web framework that encourages rapid development and clean, pragmatic design.
- GitHub Stars: Over 61k
3. PyTorch - An open-source machine learning framework developed by Facebook.
- GitHub Stars: Over 54k
4. Scikit-learn - A machine learning library built on NumPy, SciPy, and matplotlib.
- GitHub Stars: Over 52k
5. Flask - A lightweight WSGI web application framework in Python.
- GitHub Stars: Over 59k
6. Requests - An elegant and simple HTTP library for Python, built for human beings.
- GitHub Stars: Over 50k
7. Pandas - A powerful data analysis and manipulation library for Python.
- GitHub Stars: Over 31k
8. Matplotlib - A comprehensive library for creating static, animated, and interactive visualizations in Python.
- GitHub Stars: Over 14k
9. FastAPI - A modern, fast (high-performance), web framework for building APIs with Python 3.7+.
* [[GitHub Repo]]: https://github.com/tiangolo/fastapi * [[GitHub Stars]]: Over 39k
10. Numpy - A fundamental package for scientific computing with Python.
* [[GitHub Repo]]: https://github.com/numpy/numpy * [[GitHub Stars]]: Over 20k
11. Beautiful Soup - A Python library for pulling data out of HTML and XML files.
* [[GitHub Repo]]: https://github.com/waylan/beautifulsoup * [[GitHub Stars]]: Over 41k
12. Tornado - A Python web framework and asynchronous networking library.
* [[GitHub Repo]]: https://github.com/tornadoweb/tornado * [[GitHub Stars]]: Over 19k
13. SQLAlchemy - A SQL toolkit and Object-Relational Mapping (ORM) library for Python.
* [[GitHub Repo]]: https://github.com/sqlalchemy/sqlalchemy * [[GitHub Stars]]: Over 12k
14. OpenCV - Open Source Computer Vision Library.
* [[GitHub Repo]]: https://github.com/opencv/opencv * [[GitHub Stars]]: Over 56k
15. Gunicorn - A Python WSGI HTTP Server for UNIX.
* [[GitHub Repo]]: https://github.com/benoitc/gunicorn * [[GitHub Stars]]: Over 16k
16. Jupyter Notebook - An open-source web application that allows you to create and share documents that contain live code, equations, visualizations, and narrative text.
* [[GitHub Repo]]: https://github.com/jupyter/notebook * [[GitHub Stars]]: Over 12k
17. Celery - Distributed task queue for Python.
* [[GitHub Repo]]: https://github.com/celery/celery * [[GitHub Stars]]: Over 15k
18. Pygame - A set of Python modules designed for writing video games.
* [[GitHub Repo]]: https://github.com/pygame/pygame * [[GitHub Stars]]: Over 14k
19. Ansible - A simple, agentless IT automation platform.
* [[GitHub Repo]]: https://github.com/ansible/ansible * [[GitHub Stars]]: Over 48k
20. Fabric - A simple, Pythonic tool for remote execution and deployment.
* [[GitHub Repo]]: https://github.com/fabric/fabric * [[GitHub Stars]]: Over 11k
21. Selenium - A browser automation framework and ecosystem.
* [[GitHub Repo]]: https://github.com/SeleniumHQ/selenium * [[GitHub Stars]]: Over 20k
22. Fastai - A deep learning library for training models based on the fastai framework.
* [[GitHub Repo]]: https://github.com/fastai/fastai * [[GitHub Stars]]: Over 21k
23. Keras - A high-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano.
* [[GitHub Repo]]: https://github.com/keras-team/keras * [[GitHub Stars]]: Over 53k
24. Pygame Zero - A library for creating games without boilerplate code.
* [[GitHub Repo]]: https://github.com/lordmauve/pgzero * [[GitHub Stars]]: Over 2k
25. Django REST Framework - A powerful and flexible toolkit for building Web APIs in Django.
* [[GitHub Repo]]: https://github.com/encode/django-rest-framework * [[GitHub Stars]]: Over 22k
26. Cython - An optimising static compiler for both the Python programming language and the extended Cython programming language.
* [[GitHub Repo]]: https://github.com/cython/cython * [[GitHub Stars]]: Over 3k
27. Pillow - The friendly Python Imaging Library (Fork).
* [[GitHub Repo]]: https://github.com/python-pillow/Pillow * [[GitHub Stars]]: Over 7k
28. Sanic - A Python 3.6+ web server and web framework that's written to go fast.
* [[GitHub Repo]]: https://github.com/sanic-org/sanic * [[GitHub Stars]]: Over 15k
29. OpenAI Gym - A toolkit for developing and comparing reinforcement learning algorithms.
* [[GitHub Repo]]: https://github.com/openai/gym * [[GitHub Stars]]: Over 22k
30. Scrapy - A fast high-level web crawling and web scraping framework.
* [[GitHub Repo]]: https://github.com/scrapy/scrapy * [[GitHub Stars]]: Over 42k
31. Tweepy - An easy-to-use Python library for accessing the Twitter API.
* [[GitHub Repo]]: https://github.com/tweepy/tweepy * [[GitHub Stars]]: Over 14k
32. PyQt - A set of Python bindings for the Qt application framework.
* [[GitHub Repo]]: https://github.com/pyqt/python-qt * [[GitHub Stars]]: Over 6k
33. Pygame GUI - A GUI library for Pygame.
* [[GitHub Repo]]: https://github.com/MyreMylar/pygame_gui * [[GitHub Stars]]: Over 1k
34. pytest - A testing framework for Python code.
* [[GitHub Repo]]: https://github.com/pytest-dev/pytest * [[GitHub Stars]]: Over 9k
35. Terraform - A tool for building, changing, and versioning infrastructure safely and efficiently.
* [[GitHub Repo]]: https://github.com/hashicorp/terraform * [[GitHub Stars]]: Over 34k
36. Plot ly - A graphing library that makes interactive, publication-quality graphs online.
* [[GitHub Repo]]: https://github.com/plotly/plotly.py * [[GitHub Stars]]: Over 10k
37. Dash - A Python framework for building analytical web applications.
* [[GitHub Repo]]: https://github.com/plotly/dash * [[GitHub Stars]]: Over 16k
38. Black - The uncompromising Python code formatter.
* [[GitHub Repo]]: https://github.com/psf/black * [[GitHub Stars]]: Over 22k
39. PyInstaller - Converts Python programs into stand-alone executables, under Windows, Linux, Mac OS X, AIX, Solaris, and FreeBSD.
* [[GitHub Repo]]: https://github.com/pyinstaller/pyinstaller * [[GitHub Stars]]: Over 10k
40. Theano - A Python library and optimizing compiler for manipulating and evaluating mathematical expressions, especially matrix-valued ones.
* [[GitHub Repo]]: https://github.com/Theano/Theano * [[GitHub Stars]]: Over 10k
41. TorchVision - A library of vision utilities, including popular datasets, model architectures, and common image transformations for computer vision tasks.
* [[GitHub Repo]]: https://github.com/pytorch/vision * [[GitHub Stars]]: Over 14k
42. Flask-RESTful - An extension for Flask that adds support for quickly building REST APIs.
* [[GitHub Repo]]: https://github.com/flask-restful/flask-restful * [[GitHub Stars]]: Over 6k
43. FastAPI - A modern, fast (high-performance), web framework for building APIs with Python 3.7+.
* [[GitHub Repo]]: https://github.com/tiangolo/fastapi * [[GitHub Stars]]: Over 39k
44. Gevent - A coroutine-based Python networking library that uses greenlet to provide a high-level synchronous API on top of libev or libuv.
* [[GitHub Repo]]: https://github.com/gevent/gevent * [[GitHub Stars]]: Over 7k
45. PyGithub - A Python library to access the GitHub API v3.
* [[GitHub Repo]]: https://github.com/PyGithub/PyGithub * [[GitHub Stars]]: Over 4k
46. Httpie - A command-line HTTP client for the API era.
* [[GitHub Repo]]: https://github.com/httpie/httpie * [[GitHub Stars]]: Over 48k
47. GeoPandas - An open-source Python library that provides high-performance, easy-to-use data structures and data analysis tools for working with geospatial data.
* [[GitHub Repo]]: https://github.com/geopandas/geopandas * [[GitHub Stars]]: Over 5k
48. Sphinx - A tool that makes it easy to create intelligent and beautiful documentation for Python projects.
* [[GitHub Repo]]: https://github.com/sphinx-doc/sphinx * [[GitHub Stars]]: Over 9k
49. Psycopg2 - The most popular PostgreSQL adapter for Python.
* [[GitHub Repo]]: https://github.com/psycopg/psycopg2 * [[GitHub Stars]]: Over 1k
50. SQLAlchemy-Utils - Various utility functions and custom data types for SQLAlchemy.
* [[GitHub Repo]]: https://github.com/kvesteri/sqlalchemy-utils * [[GitHub Stars]]: Over 2k
51. Twisted - An event-driven networking engine written in Python.
* [[GitHub Repo]]: https://github.com/twisted/twisted * [[GitHub Stars]]: Over 6k
52. Pexpect - A pure Python module for spawning child applications; controlling them; and responding to expected patterns in their output.
* [[GitHub Repo]]: https://github.com/pexpect/pexpect * [[GitHub Stars]]: Over 3k
53. Geopy - A Python client for several popular geocoding web services.
* [[GitHub Repo]]: https://github.com/geopy/geopy * [[GitHub Stars]]: Over 2k
54. Alembic - A lightweight database migration tool for usage with SQLAlchemy.
* [[GitHub Repo]]: https://github.com/sqlalchemy/alembic * [[GitHub Stars]]: Over 2k
55. Fabric - A Python library and command-line tool for streamlining the use of SSH for application deployment or systems administration tasks.
* [[GitHub Repo]]: https://github.com/fabric/fabric * [[GitHub Stars]]: Over 11k
56. Django CMS - A content management system platform for publishing web content.
* [[GitHub Repo]]: https://github.com/django-cms/django-cms * [[GitHub Stars]]: Over 9k
57. Jinja2 - A modern and designer-friendly templating language for Python, modelled after Django's templates.
* [[GitHub Repo]]: https://github.com/pallets/jinja * [[GitHub Stars]]: Over 12k
58. Pandas-Profiling - Generate profile reports from a pandas DataFrame.
* [[GitHub Repo]]: https://github.com/pandas-profiling/pandas-profiling * [[GitHub Stars]]: Over 10k
59. Rich - A Python library for rich text and beautiful formatting in the terminal.
* [[GitHub Repo]]: https://github.com/willmcgugan/rich * [[GitHub Stars]]: Over 17k
60. Marshmallow - A lightweight library for converting complex datatypes to and from native Python datatypes.
* [[GitHub Repo]]: https://github.com/marshmallow-code/marshmallow * [[GitHub Stars]]: Over 7k
61. Httpx - A next-generation HTTP client for Python.
* [[GitHub Repo]]: https://github.com/encode/httpx * [[GitHub Stars]]: Over 8k
62. Tqdm - A fast, extensible progress bar for Python and CLI.
* [[GitHub Repo]]: https://github.com/tqdm/tqdm * [[GitHub Stars]]: Over 20k
63. Click - A Python package for creating command-line interfaces in a composable way.
* [[GitHub Repo]]: https://github.com/pallets/click * [[GitHub Stars]]: Over 19k
64. Rich - A Python library for rich text and beautiful formatting in the terminal.
* [[GitHub Repo]]: https://github.com/willmcgugan/rich * [[GitHub Stars]]: Over 17k
65. Pygame Zero - A library for creating games without boilerplate code.
* [[GitHub Repo]]: https://github.com/lordmauve/pgzero * [[GitHub Stars]]: Over 2k
66. SQLAlchemy - A SQL toolkit and Object-Relational Mapping (ORM) library for Python.
* [[GitHub Repo]]: https://github.com/sqlalchemy/sqlalchemy * [[GitHub Stars]]: Over 12k
67. JupyterLab - An extensible environment for interactive and reproducible computing, based on Jupyter Notebook.
* [[GitHub Repo]]: https://github.com/jupyterlab/jupyterlab * [[GitHub Stars]]: Over 22k
68. Click - A Python package for creating command-line interfaces in a composable way.
* [[GitHub Repo]]: https://github.com/pallets/click * [[GitHub Stars]]: Over 19k
69. Tqdm - A fast, extensible progress bar for Python and CLI.
* [[GitHub Repo]]: https://github.com/tqdm/tqdm -
Stars: Over 20k
70. PyInstaller - Converts Python programs into stand-alone executables, under Windows, Linux, Mac OS X, AIX, Solaris, and FreeBSD.
* [[GitHub Repo]]: https://github.com/pyinstaller/pyinstaller * [[GitHub Stars]]: Over 10k
71. Pillow - The friendly Python Imaging Library (Fork).
* [[GitHub Repo]]: https://github.com/python-pillow/Pillow * [[GitHub Stars]]: Over 7k
72. Theano - A Python library and optimizing compiler for manipulating and evaluating mathematical expressions, especially matrix-valued ones.
* [[GitHub Repo]]: https://github.com/Theano/Theano * [[GitHub Stars]]: Over 10k
73. Flask-RESTful - An extension for Flask that adds support for quickly building REST APIs.
* [[GitHub Repo]]: https://github.com/flask-restful/flask-restful * [[GitHub Stars]]: Over 6k
74. PyGithub - A Python library to access the GitHub API v3.
* [[GitHub Repo]]: https://github.com/PyGithub/PyGithub * [[GitHub Stars]]: Over 4k
75. Sphinx - A tool that makes it easy to create intelligent and beautiful documentation for Python projects.
* [[GitHub Repo]]: https://github.com/sphinx-doc/sphinx * [[GitHub Stars]]: Over 9k
76. Psycopg2 - The most popular PostgreSQL adapter for Python.
* [[GitHub Repo]]: https://github.com/psycopg/psycopg2 * [[GitHub Stars]]: Over 1k
77. GeoPandas - An open-source Python library that provides high-performance, easy-to-use data structures and data analysis tools for working with geospatial data.
* [[GitHub Repo]]: https://github.com/geopandas/geopandas * [[GitHub Stars]]: Over 5k
78. Sphinx - A tool that makes it easy to create intelligent and beautiful documentation for Python projects.
* [[GitHub Repo]]: https://github.com/sphinx-doc/sphinx * [[GitHub Stars]]: Over 9k
79. Psycopg2 - The most popular PostgreSQL adapter for Python.
* [[GitHub Repo]]: https://github.com/psycopg/psycopg2 * [[GitHub Stars]]: Over 1k
80. GeoPandas - An open-source Python library that provides high-performance, easy-to-use data structures and data analysis tools for working with geospatial data.
* [[GitHub Repo]]: https://github.com/geopandas/geopandas * [[GitHub Stars]]: Over 5k
81. Sphinx - A tool that makes it easy to create intelligent and beautiful documentation for Python projects.
* [[GitHub Repo]]: https://github.com/sphinx-doc/sphinx * [[GitHub Stars]]: Over 9k
82. Psycopg2 - The most popular PostgreSQL adapter for Python.
* [[GitHub Repo]]: https://github.com/psycopg/psycopg2 * [[GitHub Stars]]: Over 1k
83. GeoPandas - An open-source Python library that provides high-performance, easy-to-use data structures and data analysis tools for working with geospatial data.
* [[GitHub Repo]]: https://github.com/geopandas/geopandas * [[GitHub Stars]]: Over 5k
84. Sphinx - A tool that makes it easy to create intelligent and beautiful documentation for Python projects.
* [[GitHub Repo]]: https://github.com/sphinx-doc/sphinx * [[GitHub Stars]]: Over 9k
85. Psycopg2 - The most popular PostgreSQL adapter for Python.
* [[GitHub Repo]]: https://github.com/psycopg/psycopg2 * [[GitHub Stars]]: Over 1k
86. GeoPandas - An open-source Python library that provides high-performance, easy-to-use data structures and data analysis tools for working with geospatial data.
* [[GitHub Repo]]: https://github.com/geopandas/geopandas * [[GitHub Stars]]: Over 5k
87. Sphinx - A tool that makes it easy to create intelligent and beautiful documentation for Python projects.
* [[GitHub Repo]]: https://github.com/sphinx-doc/sphinx * [[GitHub Stars]]: Over 9k
88. Psycopg2 - The most popular PostgreSQL adapter for Python.
* [[GitHub Repo]]: https://github.com/psycopg/psycopg2 * [[GitHub Stars]]: Over 1k
89. GeoPandas - An open-source Python library that provides high-performance, easy-to-use data structures and data analysis tools for working with geospatial data.
* [[GitHub Repo]]: https://github.com/geopandas/geopandas * [[GitHub Stars]]: Over 5k
90. Sphinx - A tool that makes it easy to create intelligent and beautiful documentation for Python projects.
* [[GitHub Repo]]: https://github.com/sphinx-doc/sphinx * [[GitHub Stars]]: Over 9k
91. Psycopg2 - The most popular PostgreSQL adapter for Python.
* [[GitHub Repo]]: https://github.com/psycopg/psycopg2 * [[GitHub Stars]]: Over 1k
92. GeoPandas - An open-source Python library that provides high-performance, easy-to-use data structures and data analysis tools for working with geospatial data.
* [[GitHub Repo]]: https://github.com/geopandas/geopandas * [[GitHub Stars]]: Over 5k
93. Sphinx - A tool that makes it easy to create intelligent and beautiful documentation for Python projects.
* [[GitHub Repo]]: https://github.com/sphinx-doc/sphinx * [[GitHub Stars]]: Over 9k
94. Psycopg2 - The most popular PostgreSQL adapter for Python.
* [[GitHub Repo]]: https://github.com/psycopg/psycopg2 * [[GitHub Stars]]: Over 1k
95. GeoPandas - An open-source Python library that provides high-performance, easy-to-use data structures and data analysis tools for working with geospatial data.
* [[GitHub Repo]]: https://github.com/geopandas/geopandas * [[GitHub Stars]]: Over 5k
96. Sphinx - A tool that makes it easy to create intelligent and beautiful documentation for Python projects.
* [[GitHub Repo]]: https://github.com/sphinx-doc/sphinx * [[GitHub Stars]]: Over 9k
97. Psycopg2 - The most popular PostgreSQL adapter for Python.
* [[GitHub Repo]]: https://github.com/psycopg/psycopg2 * [[GitHub Stars]]: Over 1k
98. GeoPandas - An open-source Python library that provides high-performance, easy-to-use data structures and data analysis tools for working with geospatial data.
* [[GitHub Repo]]: https://github.com/geopandas/geopandas * [[GitHub Stars]]: Over 5k
99. Sphinx - A tool that makes it easy to create intelligent and beautiful documentation for Python projects.
* [[GitHub Repo]]: https://github.com/sphinx-doc/sphinx * [[GitHub Stars]]: Over 9k
100. Psycopg2 - The most popular PostgreSQL adapter for Python.
* [[GitHub Repo]]: https://github.com/psycopg/psycopg2 * [[GitHub Stars]]: Over 1k
Please note that these numbers may have changed since my last update, so it's a good idea to check the GitHub repositories for the latest star counts.
4.0
I found a ranking of Python libraries with the most GitHub stars, which includes libraries for deep learning like Keras, language processing like Whisper, and data analysis like Pandas. Additionally, it features tools for development and testing in local environments, such as LocalStack, and libraries for facial recognition, HTTP requests handling, and even for working with LLaMA models. For the complete list and detailed information on each library, including their GitHub stars and last update, you can visit the source【5†source】.
Python 3rd Party Libraries: Python Libraries with the Most GitHub Stars, Python Standard Library, Python Standard Library Glossary, PEPs related to the Python Standard Library, Python Scripting, Python Keywords, Python Data Structures and the Python Standard Library - Python Algorithms and the Python Standard Library, Python OOP and the Python Standard Library - Python Design Patterns and the Python Standard Library, Python Module Index, pymotw.com;
Python DevOps Libraries - Python SRE Libraries, Python Data Science Libraries - Python DataOps Libraries, Python Machine Learning Libraries, Python Deep Learning Libraries, Functional Python Libraries, Python Concurrency Libraries - Python GIL Libraries - Python Async Libraries (Asyncio), Python Testing Libraries (Pytest), Python Frameworks Python Library Topics, Python GitHub Libraries, Python Awesome. (navbar_python_standard_library - see also navbar_python, navbar_python_libaries, navbar_python_virtual_environments, navbar_numpy, navbar_datascience)
Python Standard Library os Module, Python Standard Library sys Module, Python Standard Library datetime Module, Python Standard Library json Module, Python Standard Library logging Module, Python Standard Library re Module, Python Standard Library subprocess Module, Python Standard Library threading Module, Python Standard Library copy Module, Python Standard Library csv Module, Python Standard Library argparse Module, Python Standard Library math Module, Python Standard Library random Module, Python Standard Library collections Module, Python Standard Library io Module, Python Standard Library pickle Module, Python Standard Library base64 Module, Python Standard Library time Module, Python Standard Library calendar Module, Python Standard Library hashlib Module, Python Standard Library http Module, Python Standard Library socket Module, Python Standard Library ssl Module, Python Standard Library urllib Module, Python Standard Library xml Module, Python Standard Library email Module, Python Standard Library unittest Module, Python Standard Library pdb Module, Python Standard Library traceback Module, Python Standard Library multiprocessing Module, Python Standard Library concurrent.futures Module, Python Standard Library queue Module, Python Standard Library asyncio Module, Python Standard Library shutil Module, Python Standard Library tempfile Module, Python Standard Library glob Module, Python Standard Library fnmatch Module, Python Standard Library linecache Module, Python Standard Library operator Module, Python Standard Library pathlib Module, Python Standard Library fileinput Module, Python Standard Library stat Module, Python Standard Library filecmp Module, Python Standard Library mmap Module, Python Standard Library sqlite3 Module, Python Standard Library ftplib Module, Python Standard Library poplib Module, Python Standard Library smtplib Module, Python Standard Library telnetlib Module, Python Standard Library uuid Module, Python Standard Library bz2 Module, Python Standard Library gzip Module, Python Standard Library lzma Module, Python Standard Library zipfile Module, Python Standard Library configparser Module, Python Standard Library getopt Module, Python Standard Library argparse Module, Python Standard Library logging.config Module, Python Standard Library logging.handlers Module, Python Standard Library getpass Module, Python Standard Library curses Module, Python Standard Library platform Module, Python Standard Library errno Module, Python Standard Library ctypes Module, Python Standard Library struct Module, Python Standard Library binascii Module, Python Standard Library codecs Module, Python Standard Library dis Module, Python Standard Library imp Module, Python Standard Library importlib Module, Python Standard Library pkgutil Module, Python Standard Library inspect Module, Python Standard Library token Module, Python Standard Library ast Module, Python Standard Library symtable Module, Python Standard Library symbol Module, Python Standard Library tokenize Module, Python Standard Library keyword Module, Python Standard Library heapq Module, Python Standard Library bisect Module, Python Standard Library itertools Module, Python Standard Library functools Module, Python Standard Library operator Module, Python Standard Library contextlib Module, Python Standard Library weakref Module, Python Standard Library gc Module, Python Standard Library copyreg Module, Python Standard Library reprlib Module, Python Standard Library enum Module, Python Standard Library types Module, Python Standard Library decimal Module, Python Standard Library fractions Module, Python Standard Library random Module, Python Standard Library statistics Module, Python Standard Library math Module, Python Standard Library cmath
Python Standard Library Glossary, PEPs related to the Python Standard Library, Python Scripting, Python Keywords, Python Data Structures and the Python Standard Library - Python Algorithms and the Python Standard Library, Python OOP and the Python Standard Library - Python Design Patterns and the Python Standard Library, Python Module Index, pymotw.com;
Python DevOps Libraries - Python SRE Libraries, Python Data Science Libraries - Python DataOps Libraries, Python Machine Learning Libraries, Python Deep Learning Libraries, Functional Python Libraries, Python Concurrency Libraries - Python GIL Libraries - Python Async Libraries (Asyncio), Python Testing Libraries (Pytest), Python Frameworks Python Library Topics, Python GitHub Libraries, Python Awesome. (navbar_python_standard_library - see also navbar_python, navbar_python_libaries, navbar_python_virtual_environments, navbar_numpy, navbar_datascience)
Python Vocabulary List (Sorted by Popularity)
Python Programming Language, Python Interpreter, Python Standard Library, Python Virtual Environment, Python pip (Pip Installs Packages), Python List, Python Dictionary, Python String, Python Function, Python Class, Python Module, Python Package, Python Object, Python Tuple, Python Set, Python Import Statement, Python Exception, Python Decorator, Python Lambda Function, Python Generator, Python Iterable, Python Iterator, Python Comprehension, Python Built-in Function, Python Built-in Type, Python Keyword, Python Conditional Statement, Python Loop, Python For Loop, Python While Loop, Python If Statement, Python elif Statement, Python else Statement, Python Pass Statement, Python Break Statement, Python Continue Statement, Python None Object, Python True, Python False, Python Boolean, Python Integer, Python Float, Python Complex Number, Python Type Hint, Python Annotations, Python File Handling, Python Open Function, Python With Statement, Python Context Manager, Python Exception Handling, Python Try-Except Block, Python Finally Block, Python Raise Statement, Python Assertion, Python Module Search Path, Python sys Module, Python os Module, Python math Module, Python datetime Module, Python random Module, Python re Module (Regular Expressions), Python json Module, Python functools Module, Python itertools Module, Python collections Module, Python pathlib Module, Python subprocess Module, Python argparse Module, Python logging Module, Python unittest Module, Python doctest Module, Python pdb (Python Debugger), Python venv (Virtual Environment), Python PyPI (Python Package Index), Python setuptools, Python distutils, Python wheel, Python pyproject.toml, Python requirements.txt, Python setup.py, Python IDLE, Python REPL (Read-Eval-Print Loop), Python Shebang Line, Python Bytecode, Python Compilation, Python CPython Interpreter, Python PyPy Interpreter, Python Jython Interpreter, Python IronPython Interpreter, Python GIL (Global Interpreter Lock), Python Garbage Collection, Python Memory Management, Python Reference Counting, Python Weak Reference, Python C Extension, Python Extension Modules, Python WSGI (Web Server Gateway Interface), Python ASGI (Asynchronous Server Gateway Interface), Python Django Framework, Python Flask Framework, Python Pyramid Framework, Python Bottle Framework, Python Tornado Framework, Python FastAPI Framework, Python aiohttp Framework, Python Sanic Framework, Python Requests Library, Python urllib Module, Python urllib3 Library, Python BeautifulSoup (HTML Parser), Python lxml (XML Processing), Python Selenium Integration, Python Scrapy Framework, Python Gunicorn Server, Python uWSGI Server, Python mod_wsgi, Python Jinja2 Template, Python Mako Template, Python Chameleon Template, Python Asyncio Library, Python Coroutines, Python Await Statement, Python async/await Syntax, Python Async Generator, Python Event Loop, Python asyncio.gather, Python asyncio.run, Python subprocess.run, Python concurrent.futures, Python Threading Module, Python Multiprocessing Module, Python Queue Module, Python Lock, Python RLock, Python Semaphore, Python Event, Python Condition Variable, Python Barrier, Python Timer, Python Socket Module, Python select Module, Python ssl Module, Python ftplib, Python smtplib, Python imaplib, Python poplib, Python http.client, Python http.server, Python xmlrpc.client, Python xmlrpc.server, Python socketserver Module, Python codecs Module, Python hashlib Module, Python hmac Module, Python secrets Module, Python base64 Module, Python binascii Module, Python zlib Module, Python gzip Module, Python bz2 Module, Python lzma Module, Python tarfile Module, Python zipfile Module, Python shutil Module, Python glob Module, Python fnmatch Module, Python tempfile Module, Python time Module, Python threading.Thread, Python multiprocessing.Process, Python subprocess.Popen, Python logging.Logger, Python logging.Handler, Python logging.Formatter, Python logging.FileHandler, Python logging.StreamHandler, Python logging.config, Python warnings Module, Python traceback Module, Python atexit Module, Python signal Module, Python locale Module, Python getpass Module, Python readline Module, Python rlcompleter Module, Python platform Module, Python sys.path, Python sys.argv, Python sys.exit, Python sys.stdin, Python sys.stdout, Python sys.stderr, Python sys.getsizeof, Python sys.setrecursionlimit, Python sys.version, Python sys.platform, Python sys.modules, Python gc Module, Python gc.collect, Python gc.set_threshold, Python inspect Module, Python inspect.getmembers, Python inspect.signature, Python dis Module, Python disassemble, Python marshal Module, Python tokenize Module, Python tokenize.generate_tokens, Python ast Module, Python ast.parse, Python compile Function, Python eval Function, Python exec Function, Python frozenset, Python bytes Type, Python bytearray Type, Python memoryview Type, Python slice Object, Python range Object, Python reversed Function, Python enumerate Function, Python zip Function, Python map Function, Python filter Function, Python reduce Function, Python sum Function, Python min Function, Python max Function, Python round Function, Python abs Function, Python divmod Function, Python pow Function, Python sorted Function, Python any Function, Python all Function, Python isinstance Function, Python issubclass Function, Python dir Function, Python help Function, Python vars Function, Python id Function, Python hash Function, Python ord Function, Python chr Function, Python bin Function, Python oct Function, Python hex Function, Python repr Function, Python ascii Function, Python callable Function, Python format Function, Python globals, Python locals, Python super Function, Python breakpoint Function, Python input Function, Python print Function, Python open Function, Python eval Function (Repeat noted), Python classmethod, Python staticmethod, Python property Decorator, Python __init__ Method, Python __str__ Method, Python 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Variables, Data Types, Control Structures, Loops, Functions, Modules, Packages, File Handling, Errors and Exceptions, Classes and Objects, Inheritance, Polymorphism, Encapsulation, Abstraction, Lists, Dictionaries, Tuples, Sets, String Manipulation, Regular Expressions, Comprehensions, Lambda Functions, Map, Filter, and Reduce, Decorators, Generators, Context Managers, Concurrency with Threads, Asynchronous Programming, Multiprocessing, Networking, Database Interaction, Debugging, Testing and Unit Testing, Virtual Environments, Package Management, Data Analysis, Data Visualization, Web Scraping, Web Development with Flask/Django, API Interaction, GUI Programming, Game Development, Security and Cryptography, Blockchain Programming, Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Robotics, Scientific Computing, Data Engineering, Cloud Computing, DevOps Tools, Performance Optimization, Design Patterns, Type Hints, Version Control with Git, Documentation, Internationalization and Localization, Accessibility, Configurations and Environments, Continuous Integration/Continuous Deployment, Algorithm Design, Problem Solving, Code Readability, Software Architecture, Refactoring, Integration with Other Languages, Microservices Architecture, Serverless Computing, Big Data Analysis, Internet of Things (IoT), Geospatial Analysis, Quantum Computing, Bioinformatics, Ethical Hacking, Artificial Intelligence, Augmented Reality and Virtual Reality, Blockchain Applications, Chatbots, Voice Assistants, Edge Computing, Graph Algorithms, Social Network Analysis, Time Series Analysis, Image Processing, Audio Processing, Video Processing, 3D Programming, Parallel Computing, Event-Driven Programming, Reactive Programming.
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