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triangle.py's Introduction

triangle.py

Make some beautiful corner plots.

Corner plot /ˈkôrnər plät/ (noun):

An illustrative representation of different projections of samples in high dimensional spaces. It is awesome. I promise.

Built by Dan Foreman-Mackey and collaborators (see triangle.__contributors__ for the most up to date list). Licensed under the 2-clause BSD license (see LICENSE).

Installation

Just run

pip install triangle_plot

to get the most recent stable version.

Usage

The main entry point is the triangle.corner function. You'll just use it like this:

import numpy as np
import triangle

ndim, nsamples = 5, 10000
samples = np.random.randn(ndim * nsamples).reshape([nsamples, ndim])
figure = triangle.corner(samples)
figure.savefig("triangle.png")

With some other tweaks (see demo.py) you can get something that looks awesome like:

image

Attribution

image

If you make use of this code, please cite it.

License

Copyright 2013, 2014 Dan Foreman-Mackey

triangle.py is free software made available under the BSD License. For details see the LICENSE file.

triangle.py's People

Contributors

adrn avatar davidwhogg avatar dfm avatar eggplantbren avatar emilylurice avatar geoffryan avatar iancze avatar kbarbary avatar mikesmith1611 avatar tacaswell avatar

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