This is the Linux app named SwaNN whose latest release can be downloaded as SwaNN_0.zip. It can be run online in the free hosting provider OnWorks for workstations.
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SwaNN
DESCRIPTION
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
This is an application that can also be fetched from https://sourceforge.net/projects/swann/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
