ProbVis: A collection of functions to visualize your data

A collection of functions to visualize results of different types of data. This is an on going project. Check out the test folder for examples of usage and the images folder for results.

Getting Started

To install, open a terminal window go to the root folder of the project and run:

pip3 install ./

or

python setup.py install

To run the tests:

python -m unittest -v tests/test_images.py 

Images

Distribution package

This is a tentative list of (sooner or later) available distributions:

• Discrete: Categorical, Bernoulli, Poisson, ...

• Continuous: Gaussian, Exponential, Gamma, ...

• Others: Mixture of Gaussians, ...

Categorical

import probvis.distributions.categorical as pvc

pvc.word_cloud_plot()

Exponential

Gaussian

General package

Histogram

import probvis.general.heatmap as pvh

General

import probvis.general.general as pvg

pvg.simple_plot()

Heatmap

import probvis.general.heatmap as pvm

pvg.heatmap_plot()

Author

Pablo Sanchez - For any questions, comments or help to get it to run, please don't hesitate to mail me: pablo.sanchez-martin@tuebingen.mpg.de

License

This project is licensed under the MIT License - see the LICENSE.md file for details