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Search results for evolutionary computation
evolutionary-computation
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101 search results found
Evotorch
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941
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
Eaopt
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721
🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
Sharpneat
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357
SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.
Pygmo2
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329
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Watchmaker
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186
The Watchmaker Framework for Evolutionary Computation
Pyribs
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185
A bare-bones Python library for quality diversity optimization.
Opennero
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180
Game platform for Artificial Intelligence research and education
Roper
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159
Return Oriented Programme Evolution with ROPER
Sferes2
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159
A lightweight, generic C++11 framework for evolutionary computation
Sel
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159
Programmatic modification and evaluation of software
Geppy
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148
A framework for gene expression programming (an evolutionary algorithm) in Python
Talk Generator
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120
talk-generator is capable of generating coherent slide decks based on a single topic suggestion.
Nsga Net
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114
NSGA-Net, a Neural Architecture Search Algorithm
Gpflappybird
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110
Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)
Evox
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98
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
Cameo
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90
cameo - computer aided metabolic engineering & optimization
Distributedevolutionarycomputation
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84
A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered.
Ec Kity
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78
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
Tiny_gp
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73
Tiny Genetic Programming in Python
Evoplex
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69
Evoplex is a fast, robust and extensible platform for developing agent-based models and multi-agent systems on networks. It's available for Windows, Linux and macOS.
Mabe
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67
Modular Agent Based Evolution Framework
Evoxbench
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63
Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.
Nsgaiii
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60
An implementation of NSGA-III in Python.
Pyshgp
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60
Push Genetic Programming in Python.
Evvo
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58
Solve multi-objective optimization problems with distributed evolutionary algorithms
Fireflyalgorithm
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53
Implementation of Firefly Algorithm in Python
Chips N Salsa
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48
A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms
Denser Models
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47
Evolvable
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41
An evolutionary computation framework
Pac Man
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40
Evolutionary Pac-Man bots using Grammatical Evolution and Multi-objective Optimization. Cool GUI included (Undergraduate Thesis)
Deephyperneat
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39
A public python implementation of the DeepHyperNEAT system for evolving neural networks. Developed by Felix Sosa and Kenneth Stanley. See paper here: https://eplex.cs.ucf.edu/papers/sosa_ugrad_report1
Ecr2
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38
ecr: Evolutionary Computation in R (version 2)
Synthetic
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37
Symbolic Generators for Complex Networks
Ec A Modern Perspective
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33
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now.
Goga
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31
Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers).
Applied Machine Learning Course
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28
This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.
Pearl
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27
Adaptable tools to make reinforcement learning and evolutionary computation algorithms.
Microgp4
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27
A multi-purpose extensible self-adaptive evolutionary tool
Dishtiny
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27
DISHTINY: A Platform for Studying Open-Ended Evolutionary Transitions in Individuality
Evolution
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26
Introduction to Evolutionary Computation class
Harris Hawks Optimization Algorithm And Applications
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25
Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/ In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).
Pso Clustering
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23
PSO-Clustering algorithm [Matlab code]
Evolp.jl
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23
A playground for evolutionary computation in Julia
Ypea
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23
Yarpiz Evolutionary Algorithms Toolbox for MATLAB
Heuristiclab
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23
HeuristicLab - An environment for heuristic and evolutionary optimization
Revolve
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22
Robot evolution framework for the Triangle of Life project
Geneticsjs
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21
Evolutionary algorithms library for the web 🧬
Gcmaes.jl
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19
Gradient-based Covariance Matrix Adaptation Evolutionary Strategy for Real Blackbox Optimization
High Dim Es Rl
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19
Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies
Robustarchitecturesearch
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18
This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"
Swiftgenetics
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14
A pure-Swift genetic algorithm library built for composition and extensibility.
Moptipy
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14
Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental results can be evaluated in various ways, including diagrams, tables, and export to Excel.
Alife Data Standards
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13
Repository to host data standards for the ALIFE community.
Datafsm
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13
Machine Learning Finite State Machine Models from Data with Genetic Algorithms
Nas_transformer
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12
Evolutionary Neural Architecture Search on Transformers for RUL Prediction
Revolve2
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11
A python library for optimization, geared towards modular robots and evolutionary computing.
Evoopt
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11
Python implementation of state-of-art meta-heuristic and evolutionary optimization algorithms.
Genetic Programming With Rademacher Complexity
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11
Code for the GP-RC algorithm presented in "Genetic Programming with Rademacher Complexity for Symbolic Regression" (IEEE CEC2019). Paper Link: https://ieeexplore.ieee.org/document/8790341
Cde Gan
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11
Codes for the paper "CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network" in TEVC, 2021
Quile
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10
C++ genetic algorithms scientific library
Evolutionary.net
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10
Genetic Programming Engine designed for .NET
Dqd Rl
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10
Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"
Phylotrackpy
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9
Python phylogeny tracker for in silico evolution experiments
Evolutionary Computation
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9
Evolutionary algorithms benchmark
Evolutionaryselfreplication
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9
Produce intelligence by means of natural selection without objective/reward optimization
Evoltier
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8
[WIP] Python implementation of evolution strategy based on Information Geometry. This library includes CMA-ES, NES, CompactGA and PBIL.
Cate
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8
A fast and scalable CUDA implementation to conduct highly parallelized evolutionary tests on large scale genomic data.
Psoviz
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8
Particle Swarm Optimization Visualization
Cpdea
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8
Handling Imbalance Between Convergence and Diversity in the Decision Space in Evolutionary Multi-Modal Multi-Objective Optimization (IEEE Transactions on Evolutionary Computation)
Keen
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8
Keen is a Kotlin genetic algorithms' framework
Python M3gp
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7
An easy-to-use scikit-learn inspired implementation of the Multidimensional Multiclass Genetic Programming with Multidimensional Populations (M3GP) algorithm
Gpu Cppn
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7
Compositional Pattern Producing Networks running on CUDA code inside of a C++ evolutionary framework.
Sooplat
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7
A convenient PLATform for Single Objective Optimization
Tiny_ga
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7
Tiny Genetic Algorithm in Python
Multiple Adversarial_examples_attack
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7
六代兴亡如梦,苒苒惊时月。纵使岁寒途远,此志应难夺。
Test_functions_for_multi Objective_optimization
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7
Test Functions for Multi-Objective Optimization
Evostencils
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7
Automating the Design of Multigrid Methods with Evolutionary Program Synthesis
Machine_learning_workbench
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7
Workbench for practical machine learning in Ruby.
Duelist Algorithm Python
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7
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
Inveniemus.js
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6
A search and optimization library, focusing on metaheuristics.
Java Genetic Programming
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6
Genetic-programming framework for various genetic programming paradigms such as linear genetic programming, tree genetic programming, gene expression programming, etc
Feed The Boids
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6
Evolutionary steering game
Wfg Hypervolume
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6
Code for paper: [WFG2010b] Lyndon While, Lucas Bradstreet, and Luigi Barone. A Fast Way of Calculating Exact Hypervolumes. IEEE Transactions on Evolutionary Computation (to appear).
Trimoea Tanr
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6
A multi-modal multi-objective evolutionary algorithm using two-archive and recombination strategies (IEEE Transactions on Evolutionary Computation)
Gevo
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6
GPU code optimization using EVOlutionary computation
Manyeas
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6
Theta-DEA
Shadeils
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6
Source code of the SHADE with Iterative Local Search, an algorithm specially designed for for real-parameter optimization with high dimensionalidad (Large-Scale Global Optimization)
Symbots
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6
Simple neuroevolution with linear neurons
Rubypush
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6
A Ruby implementation of the Push Programming Language
Mission Planning Using Ga
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5
Sensor based Mission Planning for single robot using greedy based genetic algorithm
Evolutionary Computation
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5
On this ropository you find my projects for evolutionary computation class
Sudoku Genetic Algorithm
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5
Solves a Sudoku puzzle using a genetic algorithm.
Pyec
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5
Evolutionary Computation and Optimization in Python
Ecoffes
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5
A software using evolutionary computation for feature selection in drug discovery
Evolving Harmonographs
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5
Exploring the application of a Genetic Algorithm to evolve harmonographs
Moving Peaks Benchmark
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5
Evolutionary Algorithms in Dynamic Environments
Ec
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5
Evolutionary Computation including Genetic Algorithm, ACO, Simulated Annealing, Tabu Search
Ecrs
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5
ecrs - Evolutionary computation algorithms & tools for Rust
Neuvol
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5
Genetic algorithm framework to find the best neural network architecture with Keras
Awa
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5
Adaptive Weighted Aggregation
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