{"id":18849749,"url":"https://github.com/ashot72/knn-tensorflowjs-spfx-extension","last_synced_at":"2026-04-29T20:03:58.714Z","repository":{"id":44076341,"uuid":"206146131","full_name":"Ashot72/knn-tensorflowjs-spfx-extension","owner":"Ashot72","description":"KNN (k-nearest neighbors machine learning algorithm) TensorFlow.js SharePoint Framework (SPFx) extension","archived":false,"fork":false,"pushed_at":"2023-05-06T16:49:54.000Z","size":6121,"stargazers_count":1,"open_issues_count":7,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-12-30T14:53:44.015Z","etag":null,"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"],"latest_commit_sha":null,"homepage":"","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Ashot72.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-09-03T18:31:38.000Z","updated_at":"2020-02-26T15:03:51.000Z","dependencies_parsed_at":"2022-09-04T05:53:47.752Z","dependency_job_id":null,"html_url":"https://github.com/Ashot72/knn-tensorflowjs-spfx-extension","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ashot72%2Fknn-tensorflowjs-spfx-extension","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ashot72%2Fknn-tensorflowjs-spfx-extension/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ashot72%2Fknn-tensorflowjs-spfx-extension/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ashot72%2Fknn-tensorflowjs-spfx-extension/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Ashot72","download_url":"https://codeload.github.com/Ashot72/knn-tensorflowjs-spfx-extension/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239786254,"owners_count":19696772,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["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"],"created_at":"2024-11-08T03:22:41.866Z","updated_at":"2026-02-02T23:30:17.441Z","avatar_url":"https://github.com/Ashot72.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"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).\nYou 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.\n\nTo get started.\n```\n       Clone the repository\n   \n       git clone https://github.com/Ashot72/knn-tensorflowjs-spfx-extension.git\n       cd knn-tensorflowjs-spfx-extension\n       \n       # installs dependencies\n       npm install       \n      \n       # creates release package which should be deployed in SharePoint app catalog\n        npm run deploy-prod\n```  \nGo to [KNN TensorFlow.js SPFx extension Video](https://vimeo.com/357600325) page\n\nGo to [How to run KNN TensorFlow.js SPFx extension](https://ashot72.github.io/knn-tensorflowjs-spfx-extension/) page \n\nGo to [How to run KNN TensorFlow.js SPFx extension description](https://ashot72.github.io/knn-tensorflowjs-spfx-extension/description/) page\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fashot72%2Fknn-tensorflowjs-spfx-extension","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fashot72%2Fknn-tensorflowjs-spfx-extension","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fashot72%2Fknn-tensorflowjs-spfx-extension/lists"}