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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: about 2 months 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 (about 5 years ago)
- Default Branch: master
- Last Pushed: 2020-02-20T12:24:11.000Z (almost 5 years ago)
- Last Synced: 2023-02-27T00:35:43.457Z (almost 2 years 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 HeatmapsHere's a screenshot of one of these:
![Screenshot](Assets/MLNet_Jupyter.png?raw=true)