shared_numpy vs Python-Complementary-Languages

shared_numpy

A simple library for creating shared memory numpy arrays (by dillonalaird)

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Python-Complementary-Languages

Just a small test to see which language is better for extending python when using lists of lists (by 00sapo)

Python3 numba Julia Rust List Benchmark

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shared_numpy		Python-Complementary-Languages
	Project
1	Mentions	8
40	Stars	31
-	Growth	-
0.0	Activity	2.1
over 2 years ago	Latest Commit	9 months ago
Python	Language	Python
MIT License	License	-

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

shared_numpy

Posts with mentions or reviews of shared_numpy. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-19.

Julia is the better language for extending Python
13 projects | news.ycombinator.com | 19 Apr 2021

There are also some libraries built on top of it that might be useful https://github.com/dillonalaird/shared_numpy

Python-Complementary-Languages

Posts with mentions or reviews of Python-Complementary-Languages. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-19.

Julia is the better language for extending Python
1 project | /r/patient_hackernews | 19 Apr 2021

1 project | /r/hackernews | 19 Apr 2021

13 projects | news.ycombinator.com | 19 Apr 2021

Note that the OP is a Python user, not a Julia user. The Github profile is a bunch of Python packages and the Julia code wasn't even optimized (https://github.com/00sapo/cython_list_test/pull/5). If this test says anything, it at least would say that a inexperienced Python user could pick up Julia and do pretty well, even if the code they write isn't great.
Even if it doesn't say that, bashing people who use Julia for a repository made by a Python user is a new level of HN trolling.
Julia is the best language to extend Python for scientific computing
2 projects | /r/Python | 19 Apr 2021

1 project | /r/Python | 19 Apr 2021

What are some alternatives?

When comparing shared_numpy and Python-Complementary-Languages you can also consider the following projects:

cunumeric - An Aspiring Drop-In Replacement for NumPy at Scale

py2many - Transpiler of Python to many other languages

iminuit - Jupyter-friendly Python interface for C++ MINUIT2

julia - The Julia Programming Language

rust-numpy - PyO3-based Rust bindings of the NumPy C-API

pypolyline - Fast Google Polyline encoding and decoding using a Rust binary

simplification - Very fast Python line simplification using either the RDP or Visvalingam-Whyatt algorithm implemented in Rust

lonlat_bng - A multithreaded Rust library with FFI for converting WGS84 longitude and latitude coordinates into BNG (OSGB36) Eastings and Northings and vice versa (using OSTN15)