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package](https://img.shields.io/npm/v/ml-basic)](https://www.npmjs.com/package/ml-basic)\n![NPM bundle size](https://img.shields.io/bundlephobia/minzip/ml-basic)\n![Last commit](https://img.shields.io/github/last-commit/infinityfx-llc/ml-basic)\n![NPM weekly downloads](https://img.shields.io/npm/dw/ml-basic)\n![NPM downloads](https://img.shields.io/npm/dt/ml-basic)\n\nLightweight, zero dependency, machine learning library for use in NodeJS and browsers.\n\n## Table of contents\n- [Importing](#importing)\n- [Usage](#usage)\n- [Training](#training)\n\n## Importing\n\n### CommonJS\n```javascript\nconst MLBasic = require('ml-basic');\n```\n\n### ESM\n```javascript\nimport MLBasic from 'ml-basic';\n```\n\n### Browser\n```html\n\u003cscript src=\"https://unpkg.com/browse/ml-basic/index.js\" type=\"text/javascript\"\u003e\u003c/script\u003e\n```\n\n## Usage\n\n```javascript\nconst net = new Neural({\n    layers: [\n        ...\n    ]\n});\n\nconst result = net.predict([1, 0]);\n\n// result = [0.532..]\n```\n\n## Training\n\n```javascript\nimport { DataFrame } from 'ml-basic';\n\nconst data = new DataFrame([ ... ]);\n\nconst error = await net.fit(data);\n\n// error = 0.532..\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finfinityfx-llc%2Fml-basic","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Finfinityfx-llc%2Fml-basic","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Finfinityfx-llc%2Fml-basic/lists"}