Top 8 Python Julium Projects

dash

56 20,472 9.6 Python

Data Apps & Dashboards for Python. No JavaScript Required.

Project mention: dash VS solara - a user suggested alternative | libhunt.com/r/dash | 2023-10-13

papermill

26 5,623 7.9 Python

📚 Parameterize, execute, and analyze notebooks

Project mention: Spreadsheet errors can have disastrous consequences – yet we keep making them | news.ycombinator.com | 2024-01-25

Pandas docs > Comparison with spreadsheets: https://pandas.pydata.org/docs/getting_started/comparison/co...
Pandas docs > I/O > Excel files: https://pandas.pydata.org/docs/user_guide/io.html#excel-file...
nteract/papermill: https://github.com/nteract/papermill :
> papermill is a tool for parameterizing, executing, and analyzing Jupyter Notebooks. [...]
> This opens up new opportunities for how notebooks can be used. For example:
> - Perhaps you have a financial report that you wish to run with different values on the first or last day of a month or at the beginning or end of the year, using parameters makes this task easier.
"The World Excel Championship is being broadcast on ESPN" (2022) https://news.ycombinator.com/item?id=32420925 :
> Computational notebook speedrun ideas:

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PySR

7 1,882 9.6 Python

High-Performance Symbolic Regression in Python and Julia

Project mention: Potential of the Julia programming language for high energy physics computing | news.ycombinator.com | 2023-12-04

> Yes, julia can be called from other languages rather easily
This seems false to me. StaticCompiler.jl [1] puts in their limitations that "GC-tracked allocations and global variables do not work with compile_executable or compile_shlib. This has some interesting consequences, including that all functions within the function you want to compile must either be inlined or return only native types (otherwise Julia would have to allocate a place to put the results, which will fail)." PackageCompiler.jl [2] has the same limitations if I'm not mistaken. So then you have to fall back to distributing the Julia "binary" with a full Julia runtime, which is pretty heavy. There are some packages which do this. For example, PySR [3] does this.
There is some word going around though that there is an even better static compiler in the making, but as long as that one is not publicly available I'd say that Julia cannot easily be called from other languages.
[1]: https://github.com/tshort/StaticCompiler.jl
[2]: https://github.com/JuliaLang/PackageCompiler.jl
[3]: https://github.com/MilesCranmer/PySR

go-cshared-examples

5 830 0.0 Python

Calling Go Functions from Other Languages using C Shared Libraries

Project mention: Fail to build Go library similar to C# and Rust | /r/golang | 2023-05-23

py2many

29 590 8.1 Python

Transpiler of Python to many other languages

Project mention: Transpiler, a Meaningless Word | news.ycombinator.com | 2023-08-16

> Another problem is that there are hundreds of built-in library functions that need to be compiled from Python from C
An approach I've advocated as one of the main authors of py2many is that all of the python builtin functions be written in a subset of python[1] and then compiled into native code. This has the benefit of avoiding GIL, problems with C-API among other things.
Do checkout the examples here[2] which work out of the box for many of the 8-9 supported backends.
[1] https://github.com/py2many/py2many/blob/main/doc/langspec.md

jill.py

2 233 5.2 Python

A cross-platform installer for the Julia programming language
compiler-benchmark

3 124 8.5 Python

Benchmarks compilation speeds of different combinations of languages and compilers.
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Python-Complementary-Languages

8 31 2.1 Python

Just a small test to see which language is better for extending python when using lists of lists

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).