Cxx.jl
PythonCall.jl
Cxx.jl | PythonCall.jl | |
---|---|---|
3 | 3 | |
752 | 673 | |
0.4% | 2.8% | |
4.2 | 8.6 | |
3 months ago | 6 days ago | |
Julia | Julia | |
GNU General Public License v3.0 or later | MIT License |
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Cxx.jl
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jluna, the modern Julia⭤C++ wrapper, is now optimized, fully-featured, and portable!
About a month ago, I announced jluna, a Julia <-> C++ wrapper I wrote from scratch. Unlike Cxx.jl, it is designed with Julia 1.7+ and modern C++20 in mind, and offers verbose documentation and a hand-written manual.
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Interoperability in Julia
It is possible to call C++ into Julia with the package Cxx. To install the Cxx package, run the following command on the Julia REPL.
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Does Julia support sending UDP multicasting?
I'm still on using 1.3 because Cxx only compiles with 1.3 https://github.com/JuliaInterop/Cxx.jl
PythonCall.jl
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I just started into Julia for ML
For point 3 you can use https://github.com/cjdoris/PythonCall.jl or https://github.com/JuliaPy/PyCall.jl (and their respective Python sister packages).
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Select Python environment for PyCall
https://cjdoris.github.io/PythonCall.jl/stable/ may try this https://cjdoris.github.io/PythonCall.jl/stable/pythoncall/#pythoncall-config
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Making Python 100x faster with less than 100 lines of Rust
You can have your cake and eat it with the likes of
* PythonCall.jl - https://github.com/cjdoris/PythonCall.jl
* NodeCall.jl - https://github.com/sunoru/NodeCall.j
* RCall.jl - https://github.com/JuliaInterop/RCall.jl
I tend to use Julia for most things and then just dip into another language’s ecosystem if I can’t find something to do the job and it’s too complex to build myself
What are some alternatives?
julia - The Julia Programming Language
jnumpy - Writing Python C extensions in Julia within 5 minutes.
jsmpeg - MPEG1 Video Decoder in JavaScript
NodeCall.jl - Call NodeJS from Julia.
PyCall.jl - Package to call Python functions from the Julia language
Apache Arrow - Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing
rayon - Rayon: A data parallelism library for Rust
PackageCompiler.jl - Compile your Julia Package
gopy - gopy generates a CPython extension module from a go package.
pythonidae - Curated decibans of scientific programming resources in Python.
poly-match - Source for the "Making Python 100x faster with less than 100 lines of Rust" blog post
line_profiler - Line-by-line profiling for Python