Python Cython

Open-source Python projects categorized as Cython | Edit details

Top 20 Python Cython Projects

  • GitHub repo spaCy

    💫 Industrial-strength Natural Language Processing (NLP) in Python

    Project mention: Topic modelling with Gensim and SpaCy on startup news | dev.to | 2022-01-17

    SpaCy is one of the most popular NLP libraries, and is very fast and flexible.

  • GitHub repo Cython

    The most widely used Python to C compiler

    Project mention: 5 NLP Libraries Everyone Should Know | dev.to | 2022-01-05

    Comparatively faster because of Cython support

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

  • GitHub repo virtualenv

    Virtual Python Environment builder

    Project mention: What happened when your CI is stopping you from releasing? | dev.to | 2021-04-13

    We of cause, like all good developers do, put the error message online and look for clues, we quickly found a GitHub issue and boi, we are not the only souls that got crushed by a "timely" release of virtualenv just a few hours before us. Since the lastest version of virtualenv got installed every time we create the CI build job on Travis, it fails even we have done nothing. Of cause we didn't point fingers at other maintainers, they are just as hardworking as us and it's human to make mistakes. We are faced with 2 options, roll back to the previous release or wait for the patch of virtualenv to get released. As the devs of virtualenv did a lighting fast patch, we have chosen option 2.

  • GitHub repo PyBoy

    Game Boy emulator written in Python

    Project mention: My emulator runs Pokemon Red without any issues! | reddit.com/r/EmuDev | 2021-10-07

    You can read my report on how PyBoy came along. It's not for technical reference like the Pan Docs, but just light descriptions of the Game Boy hardware with the intention to emulate it https://github.com/Baekalfen/PyBoy/raw/master/PyBoy.pdf

  • GitHub repo rasterio

    Rasterio reads and writes geospatial raster datasets

    Project mention: Better alternative to gdal_translate [cross posted with r/QGIS] | reddit.com/r/gis | 2022-01-12

    Looks like rio (Rasterio CLI) also uses gdal libraries. https://github.com/rasterio/rasterio/blob/master/rasterio/rio/clip.py

  • GitHub repo tesserocr

    A Python wrapper for the tesseract-ocr API

    Project mention: [Question] I am trying to segment the image using python. | reddit.com/r/opencv | 2021-08-09

    If you’re using tesserocr then you can use OpenCV images directly, so you can just extract the relevant image rows (e.g. query_image = main_image[prev_line:this_line]) and process then without needing to save each image.

  • GitHub repo vidcutter

    A modern yet simple multi-platform video cutter and joiner.

    Project mention: Video editing software free | reddit.com/r/pcmasterrace | 2021-10-23

    VidCutter: https://github.com/ozmartian/vidcutter

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • GitHub repo madmom

    Python audio and music signal processing library

    Project mention: Do you know any Onset Detection methods? | reddit.com/r/DSP | 2021-03-19

    There are also online & offline onset detection approaches available as part of the Python madmom library https://github.com/CPJKU/madmom as binaries and Python classes. The methods included in madmom have shown state of the art results in multiple Music Information Retrieval Evaluation eXchange (MIREX) campaigns in recent years. Hope that's useful to you.

  • GitHub repo nimporter

    Compile Nim Extensions for Python On Import!

    Project mention: Nimporter – Compile Nim Extensions for Python on Import | reddit.com/r/CKsTechNews | 2022-01-23
  • GitHub repo Fast_Sentence_Embeddings

    Compute Sentence Embeddings Fast!

    Project mention: [D] Unsupervised document similarity state of the art | reddit.com/r/MachineLearning | 2021-04-09

    Links: fse: https://github.com/oborchers/Fast_Sentence_Embeddings Sentence-transformers: https://github.com/oborchers/sentence-transformers

  • GitHub repo pysph

    A framework for Smoothed Particle Hydrodynamics in Python

    Project mention: I hear about Python being slow, but when has performance actually been an issue for you? | reddit.com/r/Python | 2021-04-21

    Taking a quick look, PySPH looks pretty good... actually, this looks way, way better than what was around last time I looked! I haven't seen any validation tests in their examples yet, but overall the results look promising. Looks like you may still have to write quite a bit of code to get the simulation set up, but at least you won't have to write your own solver.

  • GitHub repo LSH

    Locality Sensitive Hashing using MinHash in Python/Cython to detect near duplicate text documents

  • GitHub repo Streaming multipart/form-data parser

    Streaming parser for multipart/form-data written in Python

  • GitHub repo nes

    A Nintendo Entertainment System (NES) emulator in Python and Cython. (by jameskmurphy)

    Project mention: Pyjion – A Python JIT Compiler | news.ycombinator.com | 2021-11-09

    For example here's a Python project modified to work well on Cython - I think that's pretty substantially modified.

    https://github.com/jameskmurphy/nes/tree/main/nes/cycore

  • GitHub repo asyncmy

    A fast asyncio MySQL driver with replication protocol support

    Project mention: asyncmy, an asyncio MySQL driver accelerated by cython | reddit.com/r/Python | 2021-03-15

    Repo: https://github.com/long2ice/asyncmy

  • GitHub repo drf-turbo

    An alternative serializer implementation for REST framework written in cython built for speed.

    Project mention: GitHub - Mng-dev-ai/drf-turbo: An alternative serializer implementation for REST framework written in cython built for speed. | reddit.com/r/django | 2021-11-10
  • GitHub repo cpython

    Alternative StdLib for Nim for Python targets, hijacks Python StdLib for Nim (by juancarlospaco)

    Project mention: Nim to write Python modules ? What about memory management ? | reddit.com/r/nim | 2021-10-14

    What if I have a python object that contains Nim-managed pointers to nim objects that contain Python objects created by Nim's CPython ? How will GC(s) work ?

  • GitHub repo pypolyline

    Fast Google Polyline encoding and decoding using a Rust binary

    Project mention: Julia is the better language for extending Python | news.ycombinator.com | 2021-04-19

    Rust doesn’t need to copy the data. It’s trivial to pass e.g. Numpy arrays to Rust as slices via Cython (let alone originating in Cython!), modify them, and return them, or use them as input for a new returned struct.

    https://github.com/urschrei/simplification

    https://github.com/urschrei/lonlat_bng

    https://github.com/urschrei/pypolyline

    Each of those repos has links to the corresponding Rust “shim” libraries that provide FFIs for dealing with the incoming data, constructing Rust data structures from it, and then transforming it back on the way out.

    As a more general comment, using a GC language as the FFI target from a GC language is begging for difficult-if-not-impossible-to-debug crashes down the line.

  • GitHub repo fast_pq

    Simple SIMD based Product Quantization in Python

    Project mention: Pyston v2.2: faster and open source | news.ycombinator.com | 2021-05-05

    With Cython you can get C level performance. The cost is that your Python code has to be written just as you would write C.

    See e.g. https://github.com/thomasahle/fast_pq/blob/main/_fast_pq.pyx... for how much fast Cython code can look like C.

  • GitHub repo python-performance

    Repository for the book High Performance Python for Data Analytics - published by Manning

    Project mention: Advanced Array access in Cython using a practical example | dev.to | 2021-06-09

    All the code referred here can be found in https://github.com/tiagoantao/python-performance/tree/master/05-cython/sec6-quadlife

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-01-23.

Python Cython related posts

Index

What are some of the best open-source Cython projects in Python? This list will help you:

Project Stars
1 spaCy 22,251
2 Cython 6,679
3 virtualenv 4,037
4 PyBoy 3,358
5 rasterio 1,657
6 tesserocr 1,587
7 vidcutter 967
8 madmom 850
9 nimporter 578
10 Fast_Sentence_Embeddings 478
11 pysph 265
12 LSH 208
13 Streaming multipart/form-data parser 102
14 nes 88
15 asyncmy 80
16 drf-turbo 65
17 cpython 62
18 pypolyline 18
19 fast_pq 4
20 python-performance 3
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