Data Science and ML tools

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The following is only valid when the Python plugin is installed and enabled.

IntelliJ IDEA supports the following tools for data science and machine learning:

• Formats for data view

  The Data View tool window supports NumPy arrays and pandas dataframes.

• Data visualization formats

  Matplotlib provides a set of Python plotting libraries.

• Jupyter notebooks

  IPython provides a rich architecture for interactive computing with data visualization.

  With the Jupyter Notebook integration available in IntelliJ IDEA through the Python plugin, you can easily edit, execute, and debug notebook source code and examine execution outputs including stream data, images, and other media.