TensorFlow.NET
fsharp-companies
TensorFlow.NET | fsharp-companies | |
---|---|---|
18 | 6 | |
3,112 | 371 | |
0.7% | 0.5% | |
8.6 | 2.6 | |
about 1 month ago | 15 days ago | |
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.
TensorFlow.NET
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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).
fsharp-companies
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[Question] Who's using F#? What are you using it for?
I've used F# across 3 companies now, only one of which actually advertised that they used F# (as opposed to .NET or C#). Two of them on this list: https://github.com/fsprojects/fsharp-companies
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"I don't like Microsoft's programming languages, but TypeScript..."
I’ll tell you as someone who learned programming at 12 from library books that it wouldn’t have the effect they think it does. It’s a bit shocking that someone with a professorship has such a loose grasp on things, but F# is not exactly Pyret. There are real companies with actual budgets using F# https://github.com/fsprojects/fsharp-companies
- Softwareudvikler, 2 års erfaring
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Does Microsoft use F# for any of its internal projects?
There’s a list of companies that use F# and Microsoft is one of them. Also there are testimonials from Microsoft employees and it looks like it has application in analytical/machine learning scenarios.
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What the F#
Here are a few: https://github.com/Kavignon/fsharp-companies
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Central Europe - Seeking F# dev, or strong C# dev who wants to move to F#
Adding your company to this list could be also some possible gain.
What are some alternatives?
ML.NET - ML.NET is an open source and cross-platform machine learning framework for .NET.
corert - This repo contains CoreRT, an experimental .NET Core runtime optimized for AOT (ahead of time compilation) scenarios, with the accompanying compiler toolchain.
TorchSharp - A .NET library that provides access to the library that powers PyTorch.
Fable.Python - Python bindings for Fable
TensorFlowSharp - TensorFlow API for .NET languages
WhiteBlackGoose - Go to wbg.gg
Accord.NET
OneBella - A cross platform GUI tool for LiteDB v5+
NumSharp - High Performance Computation for N-D Tensors in .NET, similar API to NumPy.
Pricer - Pricing of options and other financial products
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
FSharp.MinimalApi - Library to use AspNet Core Minimal Api with F#