StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics
https://doi.org/10.1109/TVCG.2020.3030352
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192 lines
9.4 KiB
192 lines
9.4 KiB
4 years ago
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<a href="https://plot.ly/javascript/"><img src="http://images.plot.ly/logo/plotlyjs-logo@2x.png" height="70"></a>
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[](https://badge.fury.io/js/plotly.js)
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[](https://circleci.com/gh/plotly/plotly.js)
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[](https://github.com/plotly/plotly.js/blob/master/LICENSE)
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Built on top of [d3.js](http://d3js.org/) and [stack.gl](http://stack.gl/),
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plotly.js is a high-level, declarative charting library. plotly.js ships with over 40
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chart types, including scientific charts, 3D graphs, statistical charts, SVG maps, financial charts,
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and more.
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<p align="center">
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<a href="https://www.plot.ly/javascript" target="_blank">
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<img src="https://raw.githubusercontent.com/cldougl/plot_images/add_r_img/plotly_2017.png">
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</a></p>
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[Contact us](https://plot.ly/products/consulting-and-oem/) for Plotly.js consulting, dashboard development, application integration, and feature additions.
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## Table of contents
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* [Quick start options](#quick-start-options)
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* [Modules](#modules)
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* [Building plotly.js](#building-plotlyjs)
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* [Bugs and feature requests](#bugs-and-feature-requests)
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* [Documentation](#documentation)
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* [Contributing](#contributing)
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* [Community](#community)
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* [Clients for R, Python, Node, and MATLAB](#clients-for-r-python-node-and-matlab)
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* [Creators](#creators)
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* [Copyright and license](#copyright-and-license)
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## Quick start options
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### Install with npm
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```bash
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npm install plotly.js-dist
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```
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and import plotly.js as `import Plotly from 'plotly.js-dist';` or `var Plotly = require('plotly.js-dist');`.
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### Use the plotly.js CDN hosted by Fastly
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```html
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<!-- Latest compiled and minified plotly.js JavaScript -->
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<script src="https://cdn.plot.ly/plotly-latest.min.js"></script>
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<!-- OR use a specific plotly.js release (e.g. version 1.5.0) -->
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<script src="https://cdn.plot.ly/plotly-1.5.0.min.js"></script>
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<!-- OR an un-minified version is also available -->
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<script src="https://cdn.plot.ly/plotly-latest.js" charset="utf-8"></script>
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```
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and use the `Plotly` object in the window scope.
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Fastly supports Plotly.js with free CDN service. Read more at https://www.fastly.com/open-source
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### Download the latest release
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[Latest Release on GitHub](https://github.com/plotly/plotly.js/releases/)
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and use the plotly.js `dist` file(s). More info [here](https://github.com/plotly/plotly.js/blob/master/dist/README.md).
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#### Read the [Getting started page](https://plot.ly/javascript/getting-started/) for more examples.
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## Modules
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Starting in `v1.15.0`, plotly.js ships with several _partial_ bundles (more info [here](https://github.com/plotly/plotly.js/blob/master/dist/README.md#partial-bundles)).
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Starting in `v1.39.0`, plotly.js publishes _distributed_ npm packages with no dependencies. For example, run `npm install plotly.js-geo-dist` and add `import Plotly from 'plotly.js-geo-dist';` to your code to start using the plotly.js geo package.
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If none of the distributed npm packages meet your needs, and you would like to manually pick which plotly.js modules to include, you'll first need to run `npm install plotly.js` and then create a *custom* bundle by using `plotly.js/lib/core`, and loading only the trace types that you need (e.g. `pie` or `choropleth`). The recommended way to do this is by creating a *bundling file*. For example, in CommonJS:
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```javascript
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// in custom-plotly.js
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var Plotly = require('plotly.js/lib/core');
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// Load in the trace types for pie, and choropleth
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Plotly.register([
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require('plotly.js/lib/pie'),
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require('plotly.js/lib/choropleth')
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]);
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module.exports = Plotly;
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```
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Then elsewhere in your code:
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```javascript
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var Plotly = require('./path/to/custom-plotly');
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```
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To learn more about the plotly.js module architecture, refer to our [modularizing monolithic JS projects](https://plot.ly/javascript/modularizing-monolithic-javascript-projects/) post.
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#### Non-ascii characters
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Important: the plotly.js code base contains some non-ascii characters. Therefore, please make sure to set the `charset` attribute to `"utf-8"` in the script tag that imports your plotly.js bundle. For example:
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```html
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<script src="my-plotly-bundle.js" charset="utf-8"></script>
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```
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## Building plotly.js
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Building instructions using `webpack`, `browserify` and other build frameworks are in [`BUILDING.md`](https://github.com/plotly/plotly.js/blob/master/BUILDING.md)
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## Bugs and feature requests
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Have a bug or a feature request? Please first read the [issues guidelines](https://github.com/plotly/plotly.js/blob/master/CONTRIBUTING.md#opening-issues).
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## Documentation
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Official plotly.js documentation is hosted on [plot.ly/javascript](https://plot.ly/javascript).
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These pages are generated by the Plotly [documentation repo](https://github.com/plotly/documentation/tree/gh-pages) built with [Jekyll](http://jekyllrb.com) and publicly hosted on GitHub Pages.
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For more info about contributing to Plotly documentation, please read through [contributing guidelines](https://github.com/plotly/documentation/blob/source/Contributing.md).
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You can also suggest new documentation examples by submitting a [Codepen](http://codepen.io/tag/plotly/) on community.plot.ly with tag [`plotly-js`](http://community.plot.ly/c/plotly-js).
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## Contributing
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Please read through our [contributing guidelines](https://github.com/plotly/plotly.js/blob/master/CONTRIBUTING.md). Included are directions for opening issues, using plotly.js in your project and notes on development.
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## Community
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* Follow [@plotlygraphs](https://twitter.com/plotlygraphs) on Twitter for the latest Plotly news.
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* Follow [@plotly_js](https://twitter.com/plotly_js) on Twitter for plotly.js release updates.
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* Implementation help may be found on community.plot.ly (tagged [`plotly-js`](http://community.plot.ly/c/plotly-js)) or
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on Stack Overflow (tagged [`plotly`](https://stackoverflow.com/questions/tagged/plotly)).
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* Developers should use the keyword `plotly` on packages which modify or add to the functionality of plotly.js when distributing through [npm](https://www.npmjs.com/browse/keyword/plotly).
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* Direct developer email support can be purchased through a [Plotly Support Plan](https://support.plot.ly/libraries/javascript).
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## Versioning
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This project is maintained under the [Semantic Versioning guidelines](http://semver.org/).
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See the [Releases section](https://github.com/plotly/plotly.js/releases) of our GitHub project for changelogs for each release version of plotly.js.
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## Clients for R, Python, Node, and MATLAB
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Open-source clients to the plotly.js APIs are available at these links:
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| | GitHub repo | Getting started |
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|---|--------|---------|
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|**R / RStudio**| [ropensci/plotly](https://github.com/ropensci/plotly) | [plot.ly/r/getting-started](https://plot.ly/r/getting-started) |
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|**Python / Pandas / IPython notebook**| [plotly/plotly.py](https://github.com/plotly/plotly.py) | [plot.ly/python/getting-started](https://plot.ly/python/getting-started) |
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|**MATLAB**| [plotly/matlab-api](https://github.com/plotly/matlab-api) | [plot.ly/matlab/getting-started](https://plot.ly/matlab/getting-started) |
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|**node.js / Tonicdev / Jupyter notebook**| [plotly/plotly-notebook-js](https://github.com/plotly/plotly-notebook-js) | |
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|**node.js cloud client**| [plotly/plotly-nodejs](https://github.com/plotly/plotly-nodejs) | [plot.ly/nodejs/getting-started](https://plot.ly/nodejs/getting-started) |
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|**Julia**| [plotly/Plotly.jl](https://github.com/plotly/Plotly.jl) | [plot.ly/julia/getting-started](https://plot.ly/julia/getting-started) |
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plotly.js charts can also be created and saved online for free at [plot.ly/create](https://plot.ly/create).
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## Creators
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### Active
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| | GitHub | Twitter |
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|**Alex C. Johnson**| [@alexcjohnson](https://github.com/alexcjohnson) | |
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|**Étienne Tétreault-Pinard**| [@etpinard](https://github.com/etpinard) | [@etpinard](https://twitter.com/etpinard) |
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|**Antoine Roy-Gobeil** | [@antoinerg](https://github.com/antoinerg) | |
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|**Mojtaba Samimi** | [@archmoj](https://github.com/archmoj) | [@solarchvision](https://twitter.com/solarchvision) |
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### Hall of Fame
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| | GitHub | Twitter |
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|---|--------|---------|
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|**Mikola Lysenko**| [@mikolalysenko](https://github.com/mikolalysenko) | [@MikolaLysenko](https://twitter.com/MikolaLysenko) |
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|**Ricky Reusser**| [@rreusser](https://github.com/rreusser) | [@rickyreusser](https://twitter.com/rickyreusser) |
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|**Dmitry Yv.** | [@dy](https://github.com/dy) | [@DimaYv](https://twitter.com/dimayv)|
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|**Robert Monfera**| [@monfera](https://github.com/monfera) | [@monfera](https://twitter.com/monfera) |
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|**Robert Möstl** | [@rmoestl](https://github.com/rmoestl) | [@rmoestl](https://twitter.com/rmoestl) |
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|**Nicolas Riesco**| [@n-riesco](https://github.com/n-riesco) | |
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|**Miklós Tusz**| [@mdtusz](https://github.com/mdtusz) | [@mdtusz](https://twitter.com/mdtusz)|
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|**Chelsea Douglas**| [@cldougl](https://github.com/cldougl) | |
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|**Ben Postlethwaite**| [@bpostlethwaite](https://github.com/bpostlethwaite) | |
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|**Chris Parmer**| [@chriddyp](https://github.com/chriddyp) | |
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|**Alex Vados**| [@alexander-daniel](https://github.com/alexander-daniel) | |
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## Copyright and license
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Code and documentation copyright 2020 Plotly, Inc.
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Code released under the [MIT license](https://github.com/plotly/plotly.js/blob/master/LICENSE).
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Docs released under the [Creative Commons license](https://github.com/plotly/documentation/blob/source/LICENSE).
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