swann

We have hosted the application swann in order to run this application in our online workstations with Wine or directly.

Quick description about swann:

SwaNN is a basic framework for neural networks based on particle swarm optimization (using the Python package PySwarms (https: //pyswarms.readthedocs.io/en/latest/).
The zip file contains the main programs in SwaNN.py and around 30 examples :
- classification
- regression
- time series forecasting
I need some help for class building (I am not an expert in Python nor in OOP), if somebody is interested in it.

In Google Colab : https: //colab.research.google.com/drive/1u6SOydDUThUrhTfaic2NiyDhh1ZGRJsH?usp=sharing

What's new:
- the jupyter notebook is reorganized and clean.

Features:

• Neural networks
• Particle swarm optimization
• Regressions
• Classifications
• Time series

Categories: