List of Free/Open-Source Computational Intelligence Software

Evolutionary Computation

JCLEC - Java Class Library for Evolutionary Computation
http://jclec.sourceforge.net/

KEEL - Knowlege Extraction based on Evolutionary Learning
http://sci2s.ugr.es/keel/

jMetal - Metaheuristic Algorithms in Java
http://jmetal.sourceforge.net/

Fuzzy Systems

Xfuzzy - Fuzzy Logic Design Tools
https://forja.rediris.es/projects/xfuzzy/

FisPro - Fuzzy Inference System Professional
https://www7.inra.fr/mia/M/fispro/fispro2013_en.html

GUAJE - Generating Understandable and Accurate fuzzy models in a Java Environment
https://www.softcomputing.es/guaje/

Neural Systems

SNNS - Stugggart Neural Network Simulator
http://www.ra.cs.uni-tuebingen.de/SNNS/

PyNN
http://neuralensemble.org/PyNN/

NEURON
https://www.neuron.yale.edu/neuron/

NEST-Initiative
http://www.nest-initiative.org/?page=Software

PCSIM
http://sourceforge.net/projects/pcsim/

The Brian Spiking Neural Network Simulator
http://briansimulator.org/

Neuro-Fuzzy

NEFCLASS - Neuro-Fuzzy Classification
http://fuzzy.cs.uni-magdeburg.de/nefclass/

FriDA - Free Intelligence Data Analysis Toolbox
http://www.borgelt.net/frida.html

KNIME
https://www.knime.org/

Teaching Materials Online

I have just made lecture materials from my undergraduate computational intelligence course available online. The lectures cover rule-based systems, fuzzy logic, artificial neural networks, evolutionary algorithms and hybrid systems. The lectures are available at: http://mike.watts.net.nz/Teaching/

These lectures were presented in the course INFO 331, Intelligent Information Systems, during my time at the Department of Information Science at the University of Otago, New Zealand. Also available at the above address are lectures I presented for the course INFO 233, Data Processing.