https://github.com/xamlbrewer/ml.net-jupyter-notebooks

Some C# Jupyter Notebooks covering ML.NET scenarios
https://github.com/xamlbrewer/ml.net-jupyter-notebooks

dotnet jupyter-notebook machine-learning ml-net xplot

Last synced: 8 days ago
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Some C# Jupyter Notebooks covering ML.NET scenarios

• Host: GitHub
• URL: https://github.com/xamlbrewer/ml.net-jupyter-notebooks
• Owner: XamlBrewer
• Created: 2019-11-28T15:36:00.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-02-20T12:24:11.000Z (over 4 years ago)
• Last Synced: 2023-02-27T00:35:43.457Z (over 1 year ago)
• Topics: dotnet, jupyter-notebook, machine-learning, ml-net, xplot
• Language: Jupyter Notebook
• Homepage:
• Size: 2.62 MB
• Stars: 14
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ML.NET-Jupyter-Notebooks

A collection of C# Jupyter notebooks covering some ML.NET scenarios inspired by https://github.com/XamlBrewer/UWP-MachineLearning-Sample.

It is best viewed via [nbViewer](https://nbviewer.jupyter.org/github/XamlBrewer/ML.NET-Jupyter-Notebooks/tree/master/notebooks/).

It is a **work in progress**, but sofar we can offer the following samples:

* Building and Visualizing Models:

  * Clustering

  * Binary Classification

  * Multiclass Classification

  * Regression

  * Recommendation using Matrix Factorization

  * Recommendation using Field-Aware Factorization Machine

* Data Analysis:

  * Distribution analysis using Box Plots

  * Correlation analysis using Heatmaps

Here's a screenshot of one of these:

![Screenshot](Assets/MLNet_Jupyter.png?raw=true)