computational-intelligence

A Tensorflow implementation of the Adaptive Neuro-Based Fuzzy Inference System (ANFIS)

Genetics (Initialization, Selection, Crossover, Mutation)

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).

It is a blueprint to data science from the mathematics to algorithms. It is not completed.

A Python implementation of the Differential Evolution algorithm for the optimization of Fuzzy Inference Systems.

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

🚥 An Artificial Neural Network based Traffic Light Controller for intersections. Computational Intelligence class final project.

A network-based approach to study swarm intelligence

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.

C++ Optimization Library

🚨 Finds the best location for an Emergency Response Unit using Genetic Algorithm. A homework in Computational Intelligence course. 🚒 🚔 🚑

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

Datasets from Brazilian Weather Stations

Dr.Ebadzadeh Computational Intelligence Course Homework

Drugs with similar side-effects are potential candidates for use elsewhere, the supposition is that similar side-effects may be caused by drugs targeting similar proteins.

Berisi kumpulan algoritma dari Machine Learning dan Computational Intelligance

This is an implementation of K-MCI algorithm in python.

Computational Intelligence Class (University of Guilan) - Fall 2019

Computational Intelligence Class (University of Guilan) - Spring 2021

Torcs Controller's AI

Jupyter notebooks for the EL4106 "Computational Intelligence" and AS4501 "Astroinformatics" courses at Universidad de Chile

This is the first project of the Bioinspired Optimization class given by Professor Erick Barboza, PhD. We analyze the impact of different parameters on the Particle Swarm Optimization and Genetic Algorithm.

📈 Desktop app for testing and ploting fuzzy operators

Simulador de escalonamento de processos

Course notes, team works, hands_on_works completed by me during a 3-month IT fundamentals course.

Some of my projects in senior year.

Clustering Criterias for multi-objective data clustering.

Everything I've done (and managed to keep!) during my time at IIIT Allahabad and earlier.

Differential Evolution for solving Partial Differential Equations