Python Package

Installation

The latest stable release can be installed from PyPi:

pip install md_plot

The source code is hosted on GitHub at: https://github.com/TinoGehlert/md_plot

Dependencies

• Python 3.5+
• pandas: 0.24.2 or higher
• NumPy: 1.16.0 or higher
• scipy: 1.1.0 or higher
• matplotlib: 3.1.0 or higher
• plotnine: 0.5.1 or higher
• unidip: 0.1.1 or higher

Windows users of Anaconda distribution should update numpy, scipy and matplotlib via conda instead of pip.

Basic Usage

from md_plot import MDplot, load_examples

dctExamples = load_examples()

MDplot(dctExamples["BimodalArtificial"])

Future Improvements

In addition to bug fixing, these improvements to the md_plot pack-age are planned:

• Close the performance gap to the R version
• Reimplementation of dip-test based on diptest R package (uni-dip is using Monte Carlo simulations to compute the p-values, but this is not the default behavior of the diptest in R)