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It solves Machine Learning problems\nand teaches users how Machine Learning algorithms work.\n\n[![Build Status](https://travis-ci.org/kalimdorjs/kalimdorjs.svg?branch=master)](https://travis-ci.org/kalimdorjs/kalimdorjs)\n[![Build status](https://ci.appveyor.com/api/projects/status/0e70aia5vi2h35hs/branch/master?svg=true)](https://ci.appveyor.com/project/JasonShin/kalimdorjs/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\n<img src=\"https://i.imgur.com/CpZA2U7.png\">\n\n# User Installation\n\nUsing yarn\n\n```bash\n$ yarn add kalimdor\n```\n\nUsing NPM\n\n```bash\n$ npm install --save kalimdor\n```\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\nKalimdor.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 Kalimdor.js\n\n```bash\n$ npm run test\n```\n\n# Supporting\n\nSimply give us a :star2: by clicking on <img width=\"45\" src=\"https://i.imgur.com/JEOaKBk.png\">\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<!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section -->\n<!-- prettier-ignore -->\n| [<img src=\"https://avatars0.githubusercontent.com/u/2525002?v=4\" width=\"100px;\"/><br /><sub><b>Jason Shin</b></sub>](https://github.com/JasonShin)<br />[📝](#blog-JasonShin \"Blogposts\") [🐛](https://github.com/JasonShin/Kalimdor/issues?q=author%3AJasonShin \"Bug reports\") [💻](https://github.com/JasonShin/Kalimdor/commits?author=JasonShin \"Code\") [📖](https://github.com/JasonShin/Kalimdor/commits?author=JasonShin \"Documentation\") [⚠️](https://github.com/JasonShin/Kalimdor/commits?author=JasonShin \"Tests\") | [<img src=\"https://avatars0.githubusercontent.com/u/21098186?v=4\" width=\"100px;\"/><br /><sub><b>Jaivarsan</b></sub>](https://github.com/greed2411)<br />[💬](#question-greed2411 \"Answering Questions\") [🤔](#ideas-greed2411 \"Ideas, Planning, & Feedback\") [📢](#talk-greed2411 \"Talks\") | [<img src=\"https://avatars2.githubusercontent.com/u/9072266?v=4\" width=\"100px;\"/><br /><sub><b>Oleg Stotsky</b></sub>](https://github.com/OlegStotsky)<br />[🐛](https://github.com/JasonShin/Kalimdor/issues?q=author%3AOlegStotsky \"Bug reports\") [💻](https://github.com/JasonShin/Kalimdor/commits?author=OlegStotsky \"Code\") [📖](https://github.com/JasonShin/Kalimdor/commits?author=OlegStotsky \"Documentation\") [⚠️](https://github.com/JasonShin/Kalimdor/commits?author=OlegStotsky \"Tests\") | [<img src=\"https://avatars3.githubusercontent.com/u/687794?v=4\" width=\"100px;\"/><br /><sub><b>Ben</b></sub>](https://github.com/benjaminmcdonald)<br />[💬](#question-benjaminmcdonald \"Answering Questions\") [🎨](#design-benjaminmcdonald \"Design\") [📢](#talk-benjaminmcdonald \"Talks\") [🐛](https://github.com/JasonShin/Kalimdor/issues?q=author%3Abenjaminmcdonald \"Bug reports\") [💻](https://github.com/JasonShin/Kalimdor/commits?author=benjaminmcdonald \"Code\") | [<img src=\"https://avatars1.githubusercontent.com/u/7292257?v=4\" width=\"100px;\"/><br /><sub><b>Christoph Reinbothe</b></sub>](https://github.com/LSBOSS)<br />[💻](https://github.com/JasonShin/Kalimdor/commits?author=LSBOSS \"Code\") [🤔](#ideas-LSBOSS \"Ideas, Planning, & Feedback\") [🚇](#infra-LSBOSS \"Infrastructure (Hosting, Build-Tools, etc)\") [👀](#review-LSBOSS \"Reviewed Pull Requests\") | [<img src=\"https://avatars1.githubusercontent.com/u/14098106?v=4\" width=\"100px;\"/><br /><sub><b>Adam King</b></sub>](https://github.com/adamjking3)<br />[💻](https://github.com/JasonShin/Kalimdor/commits?author=adamjking3 \"Code\") [⚠️](https://github.com/JasonShin/Kalimdor/commits?author=adamjking3 \"Tests\") [📖](https://github.com/JasonShin/Kalimdor/commits?author=adamjking3 \"Documentation\") |\n| :---: | :---: | :---: | :---: | :---: | :---: |\n\n<!-- ALL-CONTRIBUTORS-LIST:END -->\n","readmeFilename":"README.md"}