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Top 7 Python Julium Projects
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Project mention: Papermill: Parameterizing, executing, and analyzing Jupyter Notebooks | news.ycombinator.com | 2024-09-18
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Project mention: Genetically synthesized supergain broadband wire-bundle antenna | news.ycombinator.com | 2024-07-31
For those who're only distantly aware of the kind of problem this solves (like me), the wikipedia link further elaborates:
https://en.wikipedia.org/wiki/Symbolic_regression
and turns out there's a Python package
https://github.com/MilesCranmer/PySR
I've needed something like this at least once (but IIRC no more than twice ;) ), so I'm glad to know what to look for next time, thanks for the rabbit hole!
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Project mention: Approximating sum types in Python with Pydantic | news.ycombinator.com | 2024-08-14
python has been about expressing ideas. Even if the language doesn't support some of the concepts natively, it's useful to express it in python so it could be effectively transpiled into a language that does. This is what py2many needs from a curated subset of python with some enhancements as opposed to inventing a new language.
https://github.com/adsharma/adt contains a small enhancement for @sealed decorator from the excellent upstream repo.
https://github.com/py2many/py2many/blob/main/tests/cases/sea...
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compiler-benchmark
Benchmarks compilation speeds of different combinations of languages and compilers.
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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
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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).
Python Julia discussion
Python Julia related posts
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Best Programming languages for Data Analysis📊
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Symbolicregression.jl – High-Performance Symbolic Regression in Julia and Python
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IPyflow: Reactive Python Notebooks in Jupyter(Lab)
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Why is AMD leaving ML to nVidia?
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Machine learning with Julia - Solve Titanic competition on Kaggle and deploy trained AI model as a web service
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[D] Is there any research into using neural networks to discover classical algorithms?
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Guido van Rossum on types, speed, and the future of Python
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A note from our sponsor - InfluxDB
www.influxdata.com | 20 Sep 2024
Index
What are some of the best open-source Julium projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | dash | 21,167 |
| 2 | papermill | 5,786 |
| 3 | PySR | 2,281 |
| 4 | py2many | 645 |
| 5 | jill.py | 238 |
| 6 | compiler-benchmark | 135 |
| 7 | Python-Complementary-Languages | 31 |
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