jlrs
PyCall.jl
Our great sponsors
jlrs | PyCall.jl | |
---|---|---|
9 | 28 | |
393 | 1,438 | |
- | 1.2% | |
8.1 | 6.1 | |
5 months ago | about 2 months ago | |
Rust | Julia | |
MIT License | MIT License |
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.
jlrs
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Question: How well-suited is using Rust for complicated mathematics?
And in the rare case that Julia isn't enough, Julia-Rust interop is pretty good! Julia can call Rust using ccall and Rust can call Julia using the jlrs crate.
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jlrs 0.17: GAT-powered generic targets, Julia 1.9 support, build improvements, and more!
Github
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Julia is missing 'pycall' for Rust
While there is Jlrs , there is no seamless and easy way to call Rust. We need 'rustcall' on a level of 'pycall'.
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What's everyone working on this week (43/2022)?
I have a roadmap issue with some ideas/designs/arguments https://github.com/Taaitaaiger/jlrs/issues/66
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I don't want to abandon Rust for Julia
An option for Julia/Rust interop is jlrs
- How to interact Julia and Rust?
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I'm considering Rust, Go, or Julia for my next language and I'd like to hear your thoughts on these
jlrs automates some of this, using stack frames to garantee that Julia won't gc the references you're holding in Rust. It also provides ways to coerce Rust structs into Julia structs, and it does a bunch of other stuff I'm probably forgetting.
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jlrs 0.9: Julia 1.6 support
Github
PyCall.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).
- The Mojo Programming Language: A Python Superset Drawing from Rust's Strengths
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Calling Chapel, Carbon, and zig code in Julia
PyCall.jl is really handy. Are there any similar projects for calling Chapel code, or Carbon/zig?
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Am I dumb in thinking I can use Rust as a Fast Python and leave it at that?
Julia and Python interop should not be a problem at all. Actually Julia has one of the best interops I’ve ever seen, so much that swift copied it. https://github.com/JuliaPy/PyCall.jl
- Which tools do you use for python + Data Science?
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I don't want to abandon Rust for Julia
One small note, julia also has great python interop via PyCall.jl
- Faster Python calculations with Numba: 2 lines of code, 13× speed-up
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Interoperability in Julia
It is possible to call Python from Julia using PyCall. Then to install PyCall, run the command in the Julia REPL.
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Why is Python so used in the machine learning?
That said, you can run python modules in Julia. So you can just export your code as a module and then use it in Julia via the PyCall package. short description here github here <— you’d just add the pacakge via the really nice package manager built into julia, but for link for more detailed documentation
- Use rust code in Python with pyo3
What are some alternatives?
DaemonMode.jl - Client-Daemon workflow to run faster scripts in Julia
py2many - Transpiler of Python to many other languages
ModelingToolkit.jl - An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
Revise.jl - Automatically update function definitions in a running Julia session
PackageCompiler.jl - Compile your Julia Package
julia - The Julia Programming Language
RCall.jl - Call R from Julia
Genie.jl - 🧞The highly productive Julia web framework
juliaup - Julia installer and version multiplexer
are-we-fast-yet - Are We Fast Yet? Comparing Language Implementations with Objects, Closures, and Arrays
AreWeRustYet - Awesome list of "Are We *thing* Yet" for Rust
fast-ruby - :dash: Writing Fast Ruby :heart_eyes: -- Collect Common Ruby idioms.