ConcordExtensibilitySamples
Visual Studio Debug Engine Extensibility Samples (by microsoft)
TensorFlow.NET
.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#. (by SciSharp)
| ConcordExtensibilitySamples | TensorFlow.NET | |
|---|---|---|
| 1 | 18 | |
| 120 | 3,118 | |
| 0.8% | 0.7% | |
| 5.4 | 8.6 | |
| 5 months ago | 4 days ago | |
| C# | C# | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
ConcordExtensibilitySamples
Posts with mentions or reviews of ConcordExtensibilitySamples.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-07-11.
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Does Microsoft use F# for any of its internal projects?
The other thing I sometimes miss is debugger support--you can debug through F# code, but any expressions you evaluate via breakpoints or Watch/Quickwatch have to be in C# instead of F#, which is so awkward that it's almost not worth using the debugger ever. I took a stab once at using Concord to write an F# expression evaluator (https://github.com/microsoft/ConcordExtensibilitySamples) but I couldn't make it work in the time I had--I wound up getting lost in the F# compiler service source code.
TensorFlow.NET
Posts with mentions or reviews of TensorFlow.NET.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-04.
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Sentiment analysis in c#
But to answer your question. I've run UNet in C#. I trained the data originally using python and used SciSharp to run the model using GPU for a solution more than 5 years ago.
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AI .NET
TensorFlow .Net
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The Ultimate Guide to Tech Stack for Indie Hackers in 2023
Yes, exactly. Since you will probably use scikit / tensorflow / pytorch with Python, you can call your model directly in a Django controller. Using other frameworks you will probably have to create a separate microservice with a model exposed via Rest API or use bindings like TensorFlow.NET
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Have anyone use ML Net for production?
Not even close , It is close to python's scikit learn , and it does not have it is own deep learning framework like tensorflow or pytorch , while there are some developers that are trying to implement tensorflow in dotnet , they are doing a good job at providing TensorFlow's low-level C++ API , However c# is not as good as python in manipulating data , there are tons of online materials for python's data science libraries like numpy , pandas , scikit learn , tensorflow , pytorch , quick bug fixes , even some support for unique cases .
- If you had to pick a library from another language (Rust, JS, etc.) that isn’t currently available in Python and have it instantly converted into Python for you to use, what would it be?
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Does anyone have any experience using ML.NET for forecasting?
But Ive actually been looking at TensorFlow.NET. Its uses .NET binding for TensorFlow machine learning library. Heres the GitHub page: https://github.com/SciSharp/TensorFlow.NET
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Does Microsoft use F# for any of its internal projects?
If you're pointing out that Tensorflow.NET is exciting (https://github.com/SciSharp/TensorFlow.NET), I agree!
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Is F# a viable language for machine learning akin to Python?
Looks like TensorFlow is callable directly from .NET. https://github.com/SciSharp/TensorFlow.NET
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Need help Understanding A Neural Net better [P]
Building neural nets from scratch is going to be really hard, for a lot of reasons that you're not even aware of yet. You're better off using preexisting machine learning frameworks. For example here's a library for using tensorflow in c#: https://github.com/SciSharp/TensorFlow.NET
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How to develop an applications with multiple programming language
Why don't you try this: https://www.nuget.org/packages/TensorFlow.NET/ (and maybe other nugets).
What are some alternatives?
When comparing ConcordExtensibilitySamples and TensorFlow.NET you can also consider the following projects:
Fable.Python - Python bindings for Fable
ML.NET - ML.NET is an open source and cross-platform machine learning framework for .NET.
TorchSharp - A .NET library that provides access to the library that powers PyTorch.
TensorFlowSharp - TensorFlow API for .NET languages
Accord.NET
NumSharp - High Performance Computation for N-D Tensors in .NET, similar API to NumPy.
m2cgen - Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
AForge.NET - AForge.NET Framework is a C# framework designed for developers and researchers in the fields of Computer Vision and Artificial Intelligence - image processing, neural networks, genetic algorithms, machine learning, robotics, etc.
encog-dotnet-core
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.
F# Data - F# Data: Library for Data Access
lobe.NET - .NET library for lobe.
ConcordExtensibilitySamples vs Fable.Python
TensorFlow.NET vs ML.NET
TensorFlow.NET vs TorchSharp
TensorFlow.NET vs TensorFlowSharp
TensorFlow.NET vs Accord.NET
TensorFlow.NET vs NumSharp
TensorFlow.NET vs m2cgen
TensorFlow.NET vs AForge.NET
TensorFlow.NET vs encog-dotnet-core
TensorFlow.NET vs Catalyst
TensorFlow.NET vs F# Data
TensorFlow.NET vs lobe.NET