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Awesome

An open API service indexing awesome lists of open source software.

awesome-python

A curated list of awesome Python frameworks, libraries, software, and resources.
https://github.com/maverickpoly/awesome-python

Last synced: 5 days ago
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  • Web Development

  • Data Science & Machine Learning

    • Numerical & Data Manipulation

      • Pandas - to-use open-source data analysis and manipulation tool, built on top of the Python programming language.
      • SciPy - source software for mathematics, science, and engineering. Builds on NumPy.
      • Dask - than-memory datasets. Integrates with NumPy and Pandas.
      • Polars - fast DataFrames library written in Rust, with bindings for Python. Designed for performance and large datasets.
      • NumPy - dimensional array objects and functions.

    • Machine Learning & Deep Learning

      • TensorFlow - source machine learning framework developed by Google. Used for building and training neural networks.
      • Scikit-learn
      • XGBoost
      • PyTorch - source machine learning library developed by Facebook AI Research (FAIR). Known for its flexibility and ease of use in deep learning research.
      • Keras - level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano. Simplifies deep learning model creation.
      • LightGBM - based learning algorithms. Designed for speed and high performance.

    • Data Visualization

      • Seaborn - level interface for drawing attractive and informative statistical graphics.
      • Plotly - source graphing library that supports over 40 unique chart types, including 3D charts, statistical graphs, and financial charts.
      • Altair - Lite.
      • Matplotlib
      • Dash

    • Natural Language Processing (NLP)

      • NLTK
      • spaCy - strength natural language processing (NLP) library designed to be fast and efficient for production use.
      • Hugging Face Transformers - trained models to perform tasks on texts, such as classification, information extraction, summarization, translation, text generation, and more.

  • Databases

  • Testing

  • Miscellaneous

  • Development Tools

    • Code Quality & Formatting

    • Command-Line Tools

    • Environment Management

      • venv - in module for creating lightweight virtual environments.
      • Poetry
      • Conda - source package management system and environment management system. Widely used in the data science community for managing complex dependencies.
      • Pipenv

  • Integrated Development Environments (IDEs)

    • Command-Line Tools

      • PyCharm
      • VS Code
      • Jupyter Notebook / JupyterLab - source web application that allows you to create and share documents that contain live code, equations, visualizations, and narrative text. Essential for data science.
      • Spyder - source scientific Python IDE, popular among data scientists, with features like variable explorer, debugger, and profiler.
      • Sublime Text
      • Vim / NeoVim

  • Learning Resources

  • Awesome Resources

  • Desktop GUI Development

    • Natural Language Processing (NLP)

      • wxPython - platform GUI toolkit.
      • PySimpleGUI
      • Flet
      • PySimpleGUI
      • PyQt
      • Tkinter - in, making it good for smaller applications or learning.
      • Kivy - source Python library for rapid development of applications that make use of innovative user interfaces, such as multi-touch apps. Cross-platform, including mobile.

  • Game Development

    • Natural Language Processing (NLP)

      • Pygame
      • Arcade - to-use Python library for creating 2D arcade games with an emphasis on simple, object-oriented design. Built on top of Pygame and Pyglet.
      • Raylib - level library for 2D and 3D programming, built in C. It provides a simple API for creating windows, rendering, handling user input, and more.
      • Pyglet - to-use Python library for developing games and other visually rich applications. Supports windowing, user interface events, Joysticks, OpenGL graphics, loading images and videos, and playing sounds and music.
      • Panda3D - source, cross-platform 3D engine written in C++, with a complete set of Python bindings. Used for games, simulations, and visualizations.
      • Ren'Py - platform games.

  • Automation & Scripting

    • Natural Language Processing (NLP)

      • OpenPyXL
      • python-docx
      • PyAutoGUI - platform GUI automation Python module for human beings. Lets your Python scripts control the mouse and keyboard, and interact with other applications.
      • Schedule - process scheduler for jobs.
      • Selenium

  • Cybersecurity & Networking

Programming Languages
Python 4
Categories
Data Science & Machine Learning 19 Awesome Resources 13 Development Tools 13 Web Development 10 Miscellaneous 8 Desktop GUI Development 7 Learning Resources 6 Game Development 6 Integrated Development Environments (IDEs) 6 Automation & Scripting 5 Databases 5 Testing 5 Cybersecurity & Networking 5
Sub Categories
Natural Language Processing (NLP) 36 Command-Line Tools 29 Machine Learning & Deep Learning 6 Images 5 Numerical & Data Manipulation 5 Code Quality & Formatting 5 Data Visualization 5 Environment Management 4 Frameworks 4 Asynchronous Programming 3 APIs & REST 2 HTTP Clients 2 Web Scraping 2
Keywords
python 4 formatter 2 awesome 1 collections 1 python-framework 1 python-library 1 python-resources 1 autopep8 1 code 1 codeformatter 1 gofmt 1 pre-commit-hook 1 yapf 1 auto-formatter 1 cleaner 1 cli 1 isort 1 linter 1 python-utility 1 python3 1 sorting-imports 1 dcerpc 1 dcom 1 impacket 1 kerberos 1 msrpc 1 netbios 1 pass-the-hash 1 smb 1 wmi 1