An evergrowing, professionally curated list of resources on everything decision-making: videos, tutorials, books, papers, theses, articles, datasets, and open-source libraries.
Typesafe, purely functional Computational Intelligence
A Tensorflow implementation of the Adaptive Neuro-Based Fuzzy Inference System (ANFIS)
It is a blueprint to data science from the mathematics to algorithms. It is not completed.
Spare material for Computational Intelligence 01URROV @ Politecnico di Torino
Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/S0167739X18313530. In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).
L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China
🚥 An Artificial Neural Network based Traffic Light Controller for intersections. Computational Intelligence class final project.
A Python implementation of the Differential Evolution algorithm for the optimization of Fuzzy Inference Systems.
Computational Intelligence Assignment
The data is related with direct marketing campaigns (phone calls) of a Portuguese banking institution. The classification goal is to predict if the client will subscribe a term deposit.
Genetics (Initialization, Selection, Crossover, Mutation)
A network-based approach to study swarm intelligence
Fuzzy Expert System to recommend research topic for university students based on their abilities
A collection of literature on the use of computational intelligence methods in sports
🚨 Finds the best location for an Emergency Response Unit using Genetic Algorithm. A homework in Computational Intelligence course. 🚒 🚔 🚑
Open Shop Scheduling Problem resolution via Ant Colony Optimization algorithm.
A Python implementation of the paper "Duelist Algorithm: An Algorithm Inspired by How Duelist Improve Their Capabilities in a Duel" https://arxiv.org/abs/1512.00708
Peach is a pure Python module for computational intelligence. This is a Git mirror of the official repository on Google Code -- I'm not the maintainer or owner of this project, I just wanted it in Git.Automatically exported from code.google.com/p/peach
C++ Optimization Library
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