Dnxmy: Dummy Data for Machine Learning and Statistics

Python module for creating dummy data sets for testing machine learning and statistical analysis.

Usage

Requirements

Tested in the following environments.

• Python 3.6 or higher
• Numpy 1.22.4 or higher
• Pandas 1.4.4 or higher

Installation

Use pip to install the binary wheels on PyPI.

$ pip install dnxmy

Import

import dnxmy

Example

The following notebook is a reference case study using this library.

• Experiments on missing data completion
• Experiments on model selection for AIC and BIC

Support

Bugs may be reported at issues.

License

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

Documentation

The documentation is available at docs.