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

Project Samples

Project Activity

See All Activity >

Categories

Machine Learning

License

MIT License

Follow SwaNN

SwaNN Web Site

Other Useful Business Software
Find Hidden Risks in Windows Task Scheduler Icon
Find Hidden Risks in Windows Task Scheduler

Free diagnostic script reveals configuration issues, error patterns, and security risks. Instant HTML report.

Windows Task Scheduler might be hiding critical failures. Download the free JAMS diagnostic tool to uncover problems before they impact production—get a color-coded risk report with clear remediation steps in minutes.
Download Free Tool
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of SwaNN!

Additional Project Details

Operating Systems

Linux, Windows

Registered

2020-05-11