IronPython
ML.NET
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| IronPython | ML.NET | |
|---|---|---|
| 7 | 17 | |
| 2,365 | 8,825 | |
| 1.2% | 0.7% | |
| 7.4 | 8.9 | |
| 14 days ago | 2 days ago | |
| Python | C# | |
| Apache License 2.0 | 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.
IronPython
- IronPython – Python 3 for .NET
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Does Python plan to add JIT or get rid of the GIL?
Sadly, both Jython and IronPython have stalled somewhat. IronPython is slowly working towards Python 3 support. Jython has a roadmap towards Python 3 support, but their version 3 repo is not in active development.
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How are Python and C related? I've read that Python is 'made from C'. Does that mean that Python is just an abstraction of lots of large C functions?
The program I linked is the Python interpreter you're probably using, but the abstract set of rules that make up Python are not in any particular way tied to C. You could also use a Java program or a C# program to interpret your Python code. They've even made Python in Python itself, although it uses a more restricted version of Python so it's easier to compile it.
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Will we ever get a new CLR language to replace C# Like Kotlin did for Java?
It’s up to date https://github.com/IronLanguages/ironpython3/releases/tag/v3.4.0-beta1
- what is the future of ML.NET?
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A Decade Later, .NET Developers Still Fear Being 'Silverlighted' by Microsoft -- Visual Studio Magazine
I mean, there is active work on the repo for it. They even just released a new alpha version yesterday for Python 3.4 support.
- IronPython 3.4.0-alpha1 is available
ML.NET
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ML.net image classification, poor GPU accuracy
You can direct your question to https://github.com/dotnet/machinelearning/issues. Perhaps it is already documented.
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Building a File Analysis Dataset with Python
Here I'm analyzing all projects in the src and test directories of the ML.NET repository. I chose to include these as separate paths because they represent two different groupings of projects in this repository.
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Extracting git repository data with PyDriller
Important Note: looping over repository commits takes a long time for large repositories. It took 52 minutes to analyze the ML.NET repository this code example refers to, which had 2,681 commits at the time of analysis on February 25th, 2023.
- Can we please be allowed to do machine learning object detection model training locally?
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ML.NET: can Microsoft's machine learning be trusted?
We checked the ML.NET 1.7.1 version. The source code of this project's version is available on GitHub.
- Stable Diffusion converted to ONNX (Demo usage, optimized to CPU)
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Why is there a lack of cool repos?
machine learning? https://github.com/dotnet/machinelearning
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what is the future of ML.NET?
You can follow some of our plans by taking a look at our roadmap which we'll be updating shortly to more accurately reflect the areas we're investing in.
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Does anyone actually use ML.NET?
Re: ONNX, if you run into similar issues in the future, feel free to reach out in our GitHub repo or the ONNX Runtime repo and we'd be happy to help!
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Requesting Senior Project Ideas
Good clarification, I think using something like ML.NET could be cool but I have some experience with Blazor that might be fun to use as well, I think generally performance monitoring or optimizing systems seems interesting to me, and I'm really open to other ideas as well. Let me know if any of that helps narrow my question down!
What are some alternatives?
MicroPython - MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
TensorFlow.NET - .NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.
PySec - OWASP Python Security Project
Accord.NET
Grumpy - Grumpy is a Python to Go source code transcompiler and runtime.
FaceRecognitionDotNet - The world's simplest facial recognition api for .NET on Windows, MacOS and Linux
CLPython - An implementation of Python in Common Lisp
OpenCvSharp - OpenCV wrapper for .NET
pyRevit - Rapid Application Development (RAD) Environment for Autodesk Revit®
Catalyst - 🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.
ANSYS-WB-Batch-Script - Python scripts to use in ANSYS Workbench Batch mode. No Python package installation needed. Supports Parametric input/output. Uses only in-build ANSYS tools.
Deedle - Easy to use .NET library for data and time series manipulation and for scientific programming