scisharp / icsharpcore

Jupyter kernel in C# .NET Core which is the standard interface for SciSharp STACK.

SciSharp STACK Web Portal

This repo contains the source code for http://scisharpstack.org

Comprehensive list of all Projects

Stable or Beta

• TensorFlow.NET .NET Standard bindings for TensorFlow
• NumSharp Pure C# implementation of NumPy
• Keras.NET Keras.NET is a high-level neural networks API for C#/F# with Python Binding and capable of running on top of TensorFlow, CNTK, or Theano.
• Numpy.NET C#/F# bindings for NumPy - a fundamental library for scientific computing, machine learning and AI
• ICSharpCore Jupyter kernel in C# .NET Core which is the standard interface for SciSharp STACK.
• SharpCV A image library combines OpenCV and NumSharp together. SharpCV returns Mat object with NDArray supported.

Related technologies

• .NET Interactive Notebooks Jupyter notebooks for C# and F#. Share code, explore data, write, and learn across your apps in ways you couldn't before.
• Plotly.NET A .NET interface for plotly.js written in F#
• Dash.NET A .NET interface to Dash- the most downloaded framework for building ML & data science web apps
• FsLab An F# Community incubation space for data science

Referenced by:

• https://medium.com/dev-genius/tensorflow-basic-setup-for-net-developers-d56bfb0af40e
• https://www.youtube.com/watch?v=NpZP_TWhq04&t=155s
• https://medium.com/machinelearningadvantage/run-tensorflow-machine-learning-code-in-c-with-almost-no-changes-77f7b629389
• https://libinjoseph.com/2019/technologies-to-watch-out/
• https://devblogs.microsoft.com/dotnet/announcing-ml-net-1-4-preview-and-model-builder-updates-machine-learning-for-net/
• https://www.meetup.com/Frederick-NET-Meetup/events/263752705/
• https://devblogs.microsoft.com/cesardelatorre/training-image-classification-recognition-models-based-on-deep-learning-transfer-learning-with-ml-net/
• https://www.youtube.com/watch?v=sN9e-Fj4NuI&t=317m39s
• http://blog.itpub.net/69946223/viewspace-2661203/
• https://docs.microsoft.com/en-us/dotnet/machine-learning/tutorials/image-classification-api-transfer-learning
• https://devblogs.microsoft.com/dotnet/announcing-ml-net-1-4-global-availability-machine-learning-for-net/

icsharpcore's Issues

Support Jupyter Lab

Putting this here mostly just to notify anybody else that is using Jupyter Lab and can't figure out why it is not working. For me it is only working in Jupyter Notebook, not Jupyter Lab.

Really appreciate the work to make this.

How to install the kernel?

Hey guys,

Thank you for your effort! Was dreaming about getting C# to Jupyter. However I just cannot get HOW to install your kernel. Really. Sorry for giving this question, but I have read your documentation through and through, and it leads me nowhere. Please assist!

Jupyter installed:

pip install --upgrade pip
pip install jupyter

Jupyter started:
jupyter notebook

I cannot enter more commands, so I closed it. Checking list of available kernels:

jupyter kernelspec list

Your is not in the list (of course! How it should be there? By magic?)

All next commands predictably fail:

jupyter kernelspec install kernel-spec --name=csharpcore

So, how I can get your kernel? Many thanks in advance for any help!

Kernel fails to start

I get the following error (with both Windows 10 + .NET 2.1 and WSL + .NET 2.2) when launching the CSharpCore kernel.

No executable found matching command "dotnet-<PATH>/ICSharpCore.dll"

Sample about how to use ICSharpCore

Write a sample project to show developers how to use ICSharpCore.

https://github.com/SciSharp/TensorFlow.NET/blob/master/test/TensorFlowNET.Examples/HelloWorld.cs

Work with Plot.NET

Try to work with Plot.NET, check if Jupyter Notebook allow JavaScript running in the frontend.

Add C# syntax highligt feature

Add a extension to highlight the C# syntax.

My idea is implement like in Jupyter Theme.