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Orange-Volcanoes is an extension (add-on) of the open-source Orange data mining platform, specifically designed to support data-driven investigations in petrology and volcanology.

Project description

Orange Volcanoes

Latest release

Orange Volcanoes

Orange-Volcanoes is an extension (add-on) of the open-source Orange Data Mining platform, specifically designed to support data-driven investigations in petrology and volcanology. Through the integration of tools for geochemical analysis into the Orange visual programming environment, Orange-Volcanoes allows researchers to explore, visualize, and interpret complex datasets without a coding background.

This add-on enhances the basic functionality of Orange by introducing specialized widgets designed for the specific needs of petrologists and volcanologists. These widgets facilitate geochemical data workflows, enabling tasks such as:

  1. Importing and preparing petrological datasets
  2. Conducting compositional data analysis (CoDA)
  3. Cleaning and filtering geochemical analyses of glass and volcanic minerals
  4. Testing mineral-liquid equilibrium
  5. Performing thermobarometric calculations, both classical and machine learning-based

Installing

To install Orange-Volcanoes, Orange should be first installed in your computer.

Installing Orange

In order to install orange follow the procedure on the Orange download page, or read the instruction in orange3 GitHub.

Installing Orange-Volcanoes with pip

Once Orange have been correctly installed in a dedicated enviroment, we can proceed installing the Orange-Volcanoes add-on within the same enviroment. This can be done via pip install with the easy command pip install orange3-volcanoes

Running

Make sure you have activated the correct virtual environment. If you follow the conda instructions in orange3 GitHub:

conda activate orange3

Run orange-canvas or python3 -m Orange.canvas. Add --help for a list of program options.

Starting up for the first time may take a while.

By running Orange, you will find all the widgets of the Orange-Volcanoes add-on on the left side the main Orange interface where all the other widgets are, grouped under the name of "Volcanoes".

Developing

Are you interested in developing, expanding or suggest changes in Orange Volcanoes? To contribute, you can either submit a request or report an issue directly on the GitHub, by usining the dedicated "pull request" and "issues" spaces.

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