kuhess/pso-ann

Particle Swarm Optimization (PSO) to optimize Artificial Neural Network (ANN)

PSO-ANN

Small project to try Particle Swarm Optimization to optimize an Artificial Neural Network.

Run the examples

You can find examples as standalone projects in examples.

For instance, if you want to clone the repository and run the animation example, you can do:

git clone git@github.com:kuhess/pso-ann.git
poetry install
cd examples/animation
poetry install
poetry run python animation.py

Run the tests

poetry run pytest

Resources

• https://en.wikipedia.org/wiki/Particle_swarm_optimization
• https://en.wikipedia.org/wiki/Artificial_neural_network

I made a quick presentation in French for the Dat'Apéro meetup in Angers (https://github.com/kuhess/pso-ann-datapero). Note that it contains just the slides of the presentation.