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Top 8 Python Julium Projects
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Project mention: [Python] NiceGUI: Lassen Sie jeden Browser das Frontend für Ihren Python-Code sein | /r/aufdeutsch | 2023-04-25
Of course there are valid use cases for splitting frontend and backend technologies. NiceGUI is for those who don’t want to leave the Python ecosystem and like to reap the benefits of having all code in one place. There are other options like Streamlit, Dash, Anvil, JustPy, and Pynecone. But we initially created NiceGUI to easily handle the state of external hardware like LEDs, motors, and cameras. Additionally, we wanted to offer a gentle learning curve while still providing the ability to go all the way down to HTML, CSS, and JavaScript if needed.
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There is Papermill ... https://github.com/nteract/papermill
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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Project mention: Symbolicregression.jl – High-Performance Symbolic Regression in Julia and Python | news.ycombinator.com | 2023-07-15
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> 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
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compiler-benchmark
Benchmarks compilation speeds of different combinations of languages and compilers.
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Mergify
Updating dependencies is time-consuming.. Solutions like Dependabot or Renovate update but don't merge dependencies. You need to do it manually while it could be fully automated! Add a Merge Queue to your workflow and stop caring about PR management & merging. Try Mergify for free.
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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
Python Julia related posts
- Symbolicregression.jl – High-Performance Symbolic Regression in Julia and Python
- IPyflow: Reactive Python Notebooks in Jupyter(Lab)
- Why is AMD leaving ML to nVidia?
- Machine learning with Julia - Solve Titanic competition on Kaggle and deploy trained AI model as a web service
- [D] Is there any research into using neural networks to discover classical algorithms?
- Guido van Rossum on types, speed, and the future of Python
- Symbolic Regression is NP-hard
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A note from our sponsor - Sonar
www.sonarsource.com | 28 Sep 2023
Index
What are some of the best open-source Julium projects in Python? This list will help you:
Project | Stars | |
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1 | dash | 19,382 |
2 | papermill | 5,367 |
3 | PySR | 1,411 |
4 | go-cshared-examples | 771 |
5 | py2many | 547 |
6 | jill.py | 222 |
7 | compiler-benchmark | 115 |
8 | Python-Complementary-Languages | 33 |