lets-plot

by JetBrains

JetBrains /lets-plot

An open-source plotting library for statistical data.

391 Stars 13 Forks Last release: about 1 month ago (v1.5.2) Other 1.5K Commits 29 Releases

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Lets-Plot official JetBrains project

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Lets-Plot is an open-source plotting library for statistical data. It is implemented using the Kotlin programming language.

The design of Lets-Plot library is heavily influenced by Leland Wilkinson work The Grammar of Graphics describing the deep features that underlie all statistical graphics.

This grammar [...] is made up of a set of independent components that can be composed in many different ways. This makes [it] very powerful because you are not limited to a set of pre-specified graphics, but you can create new graphics that are precisely tailored for your problem. - Hadley Wickham, "ggplot2: Elegant Graphics for Data Analysis"

Due to the unique multi-platform nature of Kotlin programming language, you can obtain the plotting functionality that is packaged as a JavaScript library, JVM library, and a native Python extension.

Lets-Plot for Python



The

Lets-Plot for Python
package offers a ggplot-like API for data visualization in Jupyter notebooks as well as in other notebooks like Datalore, Kaggle or Colab.

You can even create plots using Python editor in PyCharm or IntelliJ IDEA (Scientific mode, the Lets-Plot in SciView plugin is required).

Read the Lets-Plot for Python documentation to learn more about the package installation and usage.

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JVM artifacts and Kotlin API

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Lets-Plot Kotlin API adds Grammar-of-Graphics plotting capabilities to Kotlin kernels for Jupyter notebooks.

Apart from Jupyter notebooks, Lets-Plot Kotlin API enables embedding plots into a JVM-based application.

To learn more about creating plots in a JVM environment see README_DEV.md in the Lets-Plot Kotlin project on GitHub.

"Lets-Plot in SciView" plugin for IntelliJ IDEA and PyCharm

JetBrains Plugins JetBrains plugins

The plugin adds support for interactive plots in IntelliJ-based IDEs with the enabled Scientific mode.

The Scientific mode in PyCharm and in IntelliJ IDEA Python plugin provides support for interactive scientific computing and data visualization.

To learn more about Scientific mode check these help pages: * Scientific mode in PyCharm * Scientific mode in IntelliJ IDEA

To learn more about the plugin check: Lets-Plot in SciView plugin homepage.

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License

Code and documentation released under the MIT license. Copyright © 2019-2020, JetBrains s.r.o.

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