https://github.com/ashot72/knn-tensorflowjs-spfx-extension

KNN (k-nearest neighbors machine learning algorithm) TensorFlow.js SharePoint Framework (SPFx) extension
https://github.com/ashot72/knn-tensorflowjs-spfx-extension

classification-algorithm extension k-nearest-neighbours knn machine-learning machine-learning-algorithms mix-max normalization plot regression-models sharepoint sharepoint-online spfx standardization tensorflow z-score

Last synced: about 4 hours ago
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KNN (k-nearest neighbors machine learning algorithm) TensorFlow.js SharePoint Framework (SPFx) extension

• Host: GitHub
• URL: https://github.com/ashot72/knn-tensorflowjs-spfx-extension
• Owner: Ashot72
• Created: 2019-09-03T18:31:38.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2022-02-12T13:16:49.000Z (over 2 years ago)
• Last Synced: 2023-03-06T12:28:20.786Z (over 1 year ago)
• Topics: classification-algorithm, extension, k-nearest-neighbours, knn, machine-learning, machine-learning-algorithms, mix-max, normalization, plot, regression-models, sharepoint, sharepoint-online, spfx, standardization, tensorflow, z-score
• Language: TypeScript
• Homepage:
• Size: 5.26 MB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
This is a [KNN](https://en.wikipedia.org/wiki/KNN) (k-nearest neighbors machine learning algorithm) [TensorFlow.js](https://www.tensorflow.org/js) [SharePoint Framework (SPFx) extension](https://docs.microsoft.com/en-us/sharepoint/dev/spfx/extensions/overview-extensions).

You can test your data using training and testing sets, make real predictions and plot. I demonstrate both Classification and Regression models and discuss Min-Max Normalization vs Z-Score Standardization.

To get started.

```

       Clone the repository

   

       git clone https://github.com/Ashot72/knn-tensorflowjs-spfx-extension.git

       cd knn-tensorflowjs-spfx-extension

       

       # installs dependencies

       npm install       

      

       # creates release package which should be deployed in SharePoint app catalog

        npm run deploy-prod

```  

Go to [KNN TensorFlow.js SPFx extension Video](https://vimeo.com/357600325) page

Go to [How to run KNN TensorFlow.js SPFx extension](https://ashot72.github.io/knn-tensorflowjs-spfx-extension/) page 

Go to [How to run KNN TensorFlow.js SPFx extension description](https://ashot72.github.io/knn-tensorflowjs-spfx-extension/description/) page