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awesome-cython

A curated list of awesome Cython resources. Just a draft for now.
https://github.com/sfermigier/awesome-cython

Last synced: about 20 hours ago
JSON representation

  • Projects

  • Resources

  • Software

    • Cython implementation

      • Cython+ - Fork of Cython by the Cython+ project.
      • Cython - "The most widely used Python to C compiler".

    • Cython librairies

      • Cygnals - cysignals: interrupt and signal handling for Cython.
      • Pyrobuf - an alternative to Google's Python Protobuf library, than generates lightning-fast Cython code that's 2-4x faster than Google's Python Protobuf library using their C++ backend and 20-40x faster than Google's pure-python implementation.

    • Alternatives

      • Pythran - An ahead of time compiler for a subset of the Python language, with a focus on scientific computing. It takes a Python module annotated with a few interface description and turns it into a native Python module with the same interface, but (hopefully) faster.
      • Numba - A Just-In-Time Compiler for Numerical Functions in Python.

    • Some projects with more that 10 000 lines of Cython code

      • scipy - Open-source software for mathematics, science, and engineering. It includes modules for statistics, optimization, integration, linear algebra, Fourier transforms, signal and image processing, ODE solvers, and more.
      • scikit-learn - A Python module for machine learning built on top of SciPy.
      • spaCy - Industrial-strength Natural Language Processing (NLP) with Python and Cython.
      • Pandas - A Python package that provides fast, flexible, and expressive data structures designed to make working with "relational" or "labeled" data both easy and intuitive.

    • Some projects with more that 5 000 lines of Cython code

      • Numpy - The fundamental package for scientific computing with Python.
      • Schrapnel - Shrapnel is a scalable, high-performance cooperative threading library for Python.
      • scikit-image - Image processing in Python.
      • lxml - The most feature-rich and easy-to-use library for processing XML and HTML in the Python language.
      • Pomegranate - Fast, flexible and easy to use probabilistic modelling in Python.

    • Some projects with more that 1 000 lines of Cython code

      • Antidote - Dependency injection for Python.
      • BlackSheep - Fast ASGI web framework and HTTP client for Python asyncio.
      • pyimgui - Python bindings for the amazing dear imgui C++ library - a Bloat-free Immediate Mode Graphical User Interface.
Programming Languages
Python 13 Cython 2 C++ 1
Categories
Software 18 Resources 8 Projects 2
Sub Categories
Some projects with more that 5 000 lines of Cython code 5 Books 4 Some projects with more that 10 000 lines of Cython code 4 Some projects with more that 1 000 lines of Cython code 3 Cython implementation 2 Lectures 2 Alternatives 2 Cython librairies 2 Academic Articles 1 Other 1
Keywords
python 11 cython 3 machine-learning 3 data-science 3 data-analysis 2 numpy 2 entity-linking 1 deep-learning 1 artificial-intelligence 1 ai 1 statistics 1 scipy 1 scientific-computing 1 closember 1 algorithms 1 parallel 1 numba 1 llvm 1 cuda 1 compiler 1 performance 1 cpython-extensions 1 cpython 1 cpp 1 c 1 big-data 1 python-bindings 1 opengl 1 gamedev 1 dear-imgui 1 pandas 1 flexible 1 alignment 1 injection 1 dependency-injection 1 dependency 1 pytorch 1 probabilistic-graphical-models 1 spec-4 1 spec-1 1 spec-0 1 image-processing 1 computer-vision 1 tokenization 1 text-classification 1 spacy 1 nlp-library 1 nlp 1 neural-networks 1 neural-network 1