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Labs"},"license":"AGPL-3.0-only","homepage":"https://github.com/grafana/scenes-ml/blob/main/packages/scenes-ml/README.md","repository":{"url":"git+https://github.com/grafana/scenes-ml.git","type":"git"},"description":"Machine Learning extensions to Grafana Scenes","maintainers":[{"email":"bot@grafana.com","name":"grafanabot"}],"readme":"<div align=\"center\">\n  <img\n    src=\"https://raw.githubusercontent.com/grafana/scenes/main/docusaurus/website/static/img/logo.svg\"\n    alt=\"Grafana Logo\"\n    width=\"100px\"\n    padding=\"40px\"\n  />\n  <h1>@grafana/scenes-ml</h1>\n  <p>Add Machine Learning functionality to your Scenes.</p>\n</div>\n\n## About `@grafana/scenes-ml`\n\nThis library contains a collection of `@grafana/scenes` objects which can be added to your Scenes to run interactive, responsive machine learning algorithms directly in the browser.\n\n`@grafana/scenes-ml` currently contains implementations of the following:\n\n- forecasting (using the MSTL/ETS algorithms)\n- outlier detection (using the median absolute difference or DBSCAN algorithms)\n- changepoint detection (using either Bayesian Online Changepoint Detection or Autoregressive Gaussian Process Changepoint Detection)\n\nUnder the hood, the heavy lifting is largely powered by the [`augurs`][augurs] library, which runs inside WebAssembly.\nSee that library for more information on the underlying algorithms.\n\n## Usage\n\n`@grafana/scenes-ml` is designed to be used in Grafana app plugins or Grafana core as a standard npm dependency. However, because of the WASM module in a dependency, a couple of changes are required to an app plugin's build process.\n\n1. Install `@grafana/scenes-ml` using `yarn add @grafana/scenes-ml` or `npm install @grafana/scenes-ml` to add `scenes-ml` to your dependencies.\n1. If using a plugin, ensure the create-plugin version is up to date by following [this guide][update-create-plugin-version].\n   This is important to make sure your plugin's Webpack configuration knows how to load the package.\n1. Import components from `@grafana/scenes-ml` and use as normal!\n\nSee the [Getting Started guide][getting-started] for more usage documentation.\n\n[augurs]: https://github.com/grafana/augurs\n[getting-started]: https://grafana.com/developers/scenes/scenes-ml/getting-started\n[update-create-plugin-version]: https://grafana.com/developers/plugin-tools/migration-guides/update-create-plugin-versions\n","readmeFilename":"README.md"}