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machinelearn.js\n\nmachinelearn.js is a Machine Learning library written in Typescript. It solves Machine Learning problems\nand teaches users how Machine Learning algorithms work.\n\n[![Build Status](https://dev.azure.com/jasonShin91/machinelearn.js/_apis/build/status/machinelearnjs.machinelearnjs?branchName=master)](https://dev.azure.com/jasonShin91/machinelearn.js/_build/latest?definitionId=1\u0026branchName=master)\n[![Build status](https://ci.appveyor.com/api/projects/status/juf77mt9fujcd2a2/branch/master?svg=true)](https://ci.appveyor.com/project/JasonShin/machinelearnjs/branch/master)\n[![FOSSA Status](https://app.fossa.io/api/projects/git%2Bgithub.com%2FJasonShin%2Fkalimdorjs.svg?type=shield)](https://app.fossa.io/projects/git%2Bgithub.com%2FJasonShin%2Fkalimdorjs?ref=badge_shield)\n[![Slack](https://slack.bri.im/badge.svg)](https://slack.bri.im)\n[![ZenHub](https://i.imgur.com/nMF1yqZ.png)](https://app.zenhub.com/workspaces/machinelearnjs-5bef95354b5806bc2bf57ff3/boards?repos=131453423)\n\n\u003cimg src=\"https://i.imgur.com/I5VbqB1.jpg\"\u003e\n\n# User Installation\n\nUsing yarn\n\n```bash\n$ yarn add machinelearn\n```\n\nUsing NPM\n\n```bash\n$ npm install --save machinelearn\n```\n\nOn the browsers\n\nWe use [jsdeliver](https://www.jsdelivr.com/package/npm/machinelearn) to distribute browser version of machinelearn.js\n\n```html\n\u003cscript src=\"https://cdn.jsdelivr.net/npm/machinelearn/machinelearn.min.js\"\u003e\u003c/script\u003e\n\u003cscript\u003e\n    const { RandomForestClassifier } = ml.ensemble;\n    const cls = new RandomForestClassifier();\n\u003c/script\u003e\n```\n\nPlease see [https://www.jsdelivr.com/package/npm/machinelearn](https://www.jsdelivr.com/package/npm/machinelearn) for more details.\n\n# Accelerations\n\nBy default, machinelearning.js will use pure Javascript version of tfjs. To enable acceleration\nthrough C++ binding or GPU, you must import `machinelearn-node` for C++ or `machinelearn-gpu` for GPU.\n\n1. C++\n\n* installation\n\n```bash\nyarn add machinelearn-node\n```\n\n* activation\n\n```javascript\nimport 'machinelearn-node';\n```\n\n2. GPU\n\n* installation\n\n```bash\nyarn add machinelearn-gpu\n```\n\n* activation\n\n```javascript\nimport 'machinelearn-gpu';\n```\n\n# Ask AI\n[Machinelearn.js](https://codeparrot.ai/oracle?owner=machinelearnjs\u0026repo=machinelearnjs) Bot will help you understand this repository better. You can ask for code examples, installation guide, debugging help and much more.\n\n# Highlights\n\n* Machine Learning on the browser and Node.js\n* Learning APIs for users\n* Low entry barrier\n\n# Development\n\nWe welcome new contributors of all level of experience. The development guide will be added\nto assist new contributors to easily join the project.\n\n* You want to participate in a Machine Learning project, which will boost your Machine Learning skills and knowledge\n* Looking to be part of a growing community\n* You want to learn Machine Learning\n* You like Typescript :heart: Machine Learning\n\n# Simplicity\n\nmachinelearn.js provides a simple and consistent set of APIs to interact with the models and algorithms.\nFor example, all models have follow APIs:\n\n* `fit` for training\n* `predict` for inferencing\n* `toJSON` for saving the model's state\n* `fromJSON` for loading the model from the checkpoint\n\n# Testing\n\nTesting ensures you that you are currently using the most stable version of machinelearn.js\n\n```bash\n$ npm run test\n```\n\n# Supporting\n\nSimply give us a :star2: by clicking on \u003cimg width=\"45\" src=\"https://i.imgur.com/JEOaKBk.png\"\u003e\n\n# Contributing\n\nWe simply follow \"fork-and-pull\" workflow of Github. Please read CONTRIBUTING.md for more detail.\n\n# Further notice\n\nGreat references that helped building this project!\n\n* https://machinelearningmastery.com/\n* https://github.com/mljs/ml\n* http://scikit-learn.org/stable/documentation.html\n\n## Contributors\n\nThanks goes to these wonderful people ([emoji key](https://github.com/kentcdodds/all-contributors#emoji-key)):\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section --\u003e\n\n\u003c!-- prettier-ignore --\u003e\n| [\u003cimg src=\"https://avatars0.githubusercontent.com/u/2525002?v=4\" width=\"100px;\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eJason Shin\u003c/b\u003e\u003c/sub\u003e](https://github.com/JasonShin)\u003cbr /\u003e[📝](#blog-JasonShin \"Blogposts\") [🐛](https://github.com/machinelearnjs/machinelearnjs/issues?q=author%3AJasonShin \"Bug reports\") [💻](https://github.com/machinelearnjs/machinelearnjs/commits?author=JasonShin \"Code\") [📖](https://github.com/machinelearnjs/machinelearnjs/commits?author=JasonShin \"Documentation\") [⚠️](https://github.com/machinelearnjs/machinelearnjs/commits?author=JasonShin \"Tests\") | [\u003cimg src=\"https://avatars0.githubusercontent.com/u/21098186?v=4\" width=\"100px;\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eJaivarsan\u003c/b\u003e\u003c/sub\u003e](https://github.com/greed2411)\u003cbr /\u003e[💬](#question-greed2411 \"Answering Questions\") [🤔](#ideas-greed2411 \"Ideas, Planning, \u0026 Feedback\") [📢](#talk-greed2411 \"Talks\") | [\u003cimg src=\"https://avatars2.githubusercontent.com/u/9072266?v=4\" width=\"100px;\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eOleg Stotsky\u003c/b\u003e\u003c/sub\u003e](https://github.com/OlegStotsky)\u003cbr /\u003e[🐛](https://github.com/machinelearnjs/machinelearnjs/issues?q=author%3AOlegStotsky \"Bug reports\") [💻](https://github.com/machinelearnjs/machinelearnjs/commits?author=OlegStotsky \"Code\") [📖](https://github.com/machinelearnjs/machinelearnjs/commits?author=OlegStotsky \"Documentation\") [⚠️](https://github.com/machinelearnjs/machinelearnjs/commits?author=OlegStotsky \"Tests\") | [\u003cimg src=\"https://avatars3.githubusercontent.com/u/687794?v=4\" width=\"100px;\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eBen\u003c/b\u003e\u003c/sub\u003e](https://github.com/benjaminmcdonald)\u003cbr /\u003e[💬](#question-benjaminmcdonald \"Answering Questions\") [🎨](#design-benjaminmcdonald \"Design\") [📢](#talk-benjaminmcdonald \"Talks\") [🐛](https://github.com/machinelearnjs/machinelearnjs/issues?q=author%3Abenjaminmcdonald \"Bug reports\") [💻](https://github.com/machinelearnjs/machinelearnjs/commits?author=benjaminmcdonald \"Code\") | [\u003cimg src=\"https://avatars1.githubusercontent.com/u/7292257?v=4\" width=\"100px;\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eChristoph Reinbothe\u003c/b\u003e\u003c/sub\u003e](https://github.com/LSBOSS)\u003cbr /\u003e[💻](https://github.com/machinelearnjs/machinelearnjs/commits?author=LSBOSS \"Code\") [🤔](#ideas-LSBOSS \"Ideas, Planning, \u0026 Feedback\") [🚇](#infra-LSBOSS \"Infrastructure (Hosting, Build-Tools, etc)\") [👀](#review-LSBOSS \"Reviewed Pull Requests\") | [\u003cimg src=\"https://avatars1.githubusercontent.com/u/14098106?v=4\" width=\"100px;\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eAdam King\u003c/b\u003e\u003c/sub\u003e](https://github.com/adamjking3)\u003cbr /\u003e[💻](https://github.com/machinelearnjs/machinelearnjs/commits?author=adamjking3 \"Code\") [⚠️](https://github.com/machinelearnjs/machinelearnjs/commits?author=adamjking3 \"Tests\") [📖](https://github.com/machinelearnjs/machinelearnjs/commits?author=adamjking3 \"Documentation\") |\n| :---: | :---: | :---: | :---: | :---: | :---: |\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:END --\u003e\n","funding_links":[],"categories":["TypeScript","Javascript","JavaScript"],"sub_categories":["Tools","[Tools](#tools-1)"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmachinelearnjs%2Fmachinelearnjs","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmachinelearnjs%2Fmachinelearnjs","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmachinelearnjs%2Fmachinelearnjs/lists"}