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academic-keyword-occurrence

Extracts the historic word occurrence of a search term in academic papers

cec2013

2013 IEEE CEC Competition on Niching Methods for Multimodal Optimization

cec2013lsgo

Package for using CEC'2013 Large Scale Global Optimization benchmark in Python, this benchmark is used also in CEC'2014 and in CEC'2015

cec2017

Visualization of results from cec2017

cec2017-py

Python module for CEC 2017 single objective optimization test function suite.

cec2017benchmark

chaos-pso

chaotic variant of the pso algorithm

cherry-picking-pso-using-ge

cherry-picking pso variants using grammatical evolution

codes

Codes for some of my co-authored journal/conference papers

datasets

TFDS is a collection of datasets ready to use with TensorFlow

dfpso

This repository contains the source codes of a novel variant of the Particle Swarm Optimization (PSO) algorithm, named Dual Fitness PSO (DFPSO).

gan-1

Reimplementations of GANs

gans-tensorflow2

🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

pso-demonstration

Demonstration of Particle Swarm Optimization (Auto Hyperparameter variant).

pso_stabiliy_slaqe

We present a computational procedure for partical swarm analysis and show that this approach leads to an extension of previously know stability regions for PSO under stagnation assumptions.

python_benchmark_test_optimization_function_single_objective

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

surmod-gp-fst-pso

Code for paper "Combining Genetic Programming and Particle Swarm Optimization to Simplify Rugged Landscapes Exploration"

swarmist

Implementation of several swarm intelligence algorithms in python

swarmlib

This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)

wavenet

WaveNet minimal reimplementation