Evolving Systems Library

Python implementation of evolving algorithms.

About

This is a library project to facilitate the use of evolutionary algorithms. Initially, the algorithms added to the library perform data clustering.

Project Organization

├── LICENSE
│
├── README.md          <- The top-level README for developers using this project.
│
├── algoritms          <- Trained and serialized models, model predictions, or model summaries.
│   ├── __init__.py    <- Makes algoritms a Python module.
│   └── denstream      <- DenStream algorithm folder.
│   └── sostream       <- SOStream algorithm folder.
│   └── macro_sostream <- Macro SOStream algorithm folder, modification of SOStream.
│   └── autocloud      <- Auto-cloud algorithm folder.
│
├── metrics            <- Scikit-learn purity, accuracy, recall and f1-score metrics.
│   ├── __init__.py    <- Makes metrics a Python module.
│   └── Metrics.py
│
├── notebooks examples <- Jupyter notebooks with usage examples.
│
└── setup.py           <- Makes project pip installable.

Would you like to contribute?

The project is still under construction, so if you like it enough to collaborate, just let us know or simply create a Pull Request.