hypertools 0.8.0

A python package for visualizing and manipulating high-dimensional data

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: https://github.com/ContextLab/hypertools-paper-notebooks

For more examples: https://github.com/ContextLab/hypertools/tree/master/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.