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A python package for visualizing and manipulating high-dimensional data

Project description

HyperTools is a library for visualizing and manipulating high-dimensional data in Python. It is built on top of matplotlib (for plotting), seaborn (for plot styling), and scikit-learn (for data manipulation).

For sample Jupyter notebooks using the package:

For more examples:

Some key features of HyperTools are:

  • Functions for plotting high-dimensional datasets in 2/3D.

  • Static and animated plots

  • Simple API for customizing plot styles

  • A set of powerful data manipulation tools including hyperalignment, k-means clustering, normalizing and more.

  • Support for lists of Numpy arrays, Pandas dataframes, String, Geos or mixed lists.

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