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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, click
here
and to read the paper, click
here.
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
- Set of powerful data manipulation tools including hyperalignment, k-means clustering, normalizing and more.
- Support for lists of Numpy arrays or Pandas dataframes
http://hypertools.readthedocs.io/en/latest/
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