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Lux is a library that makes data science easier by automating certain aspects of the data exploration process. Lux is designed to facilitate faster experimentation with data, even when the user does not have a clear idea of what they are looking for.

The core Lux API is written in Python. This is the Jupyter widget extension for Lux, written in Typescript and React.

Here is an example of the Lux widget in action.

Basic recommendations in Lux

You can find the full demo example in this live notebook.

Installation

To get started, install the Lux Jupyter widget through npm:

    npm i lux-widget

Dev Installation

To install the widget for dev purposes, we need to install webpack:

    npm install --save-dev webpack webpack-cli

Then, we can install the Lux Jupyter widget using the custom installation script:

    git clone https://github.com/lux-org/lux-widget.git
    cd lux-widget/
    npm install
    bash install.sh

Documentation and Support

For detailed reference or troubleshooting tips, please refer to the documentation page. Lux is an early stage project and undergoing active development. Please report any bugs, issues, or requests through Github Issues or post on the #help channel in the Lux Slack org.

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Jupyter Widget for Lux

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  • Python 43.8%
  • TypeScript 38.8%
  • CSS 12.6%
  • JavaScript 4.1%
  • Shell 0.7%