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27 search results found

Jenetics ⭐ 806

Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Code for the paper "Evolved Policy Gradients"

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

Distributedevolutionarycomputation ⭐ 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.

ecr: Evolutionary Computation in R (version 2)

Cmaevolutionstrategy.jl ⭐ 27

Harris Hawks Optimization Algorithm And Applications ⭐ 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).

Es_pytorch ⭐ 20

High performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters

Gcmaes.jl ⭐ 19

Gradient-based Covariance Matrix Adaptation Evolutionary Strategy for Real Blackbox Optimization

High Dim Es Rl ⭐ 19

Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies

Robustarchitecturesearch ⭐ 18

This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"

Cgp Cnn Design ⭐ 15

Using Cartesian Genetic Programming to find an efficient Convolutional Neural Network architecture

Swiftcma ⭐ 11

A pure-Swift implementation of Covariance Matrix Adaptation Evolutionary Strategy (CMA-ES).

A tool for developing reinforcement learning algorithms focused in stock prediction

Genetic_chess ⭐ 9

An amateur attempt at breeding a chess-playing AI.

Agentsmith ⭐ 8

Нейронная сеть оптимизируемая с помощью генетического алгоритма. Задача агента контролируемого при помощи нейронной сети состоит в том, чтобы избегать контакта с противниками, как можно более длительное время.

[WIP] Python implementation of evolution strategy based on Information Geometry. This library includes CMA-ES, NES, CompactGA and PBIL.

Tiny Genetic Algorithm in Python

Machine_learning_workbench ⭐ 7

Workbench for practical machine learning in Ruby.

Evolutionary Timetable Scheduling ⭐ 7

An algorithm for creating a good timetable for the Faculty of Computing. The algorithm is based on evolutionary strategies, more precisely on the 1+1 evolutionary strategy and Shotgun hill climbing.

Evolutionarystrategy ⭐ 7

Worldmodels_v1.0 ⭐ 6

Automatic_design_of_quantum_feature_maps_genetic_auto Generation ⭐ 6

Registered Software. Official code of the published article "Automatic design of quantum feature maps". This quantum machine learning technique allows to auto-generate quantum-inspired classifiers by using multiobjetive genetic algorithms for tabular data.

Covariance Matrix Adaption - Evolutionary Strategy in R.

Graphicalant.js ⭐ 5

Esta aplicação fornece uma interface web a fim de demonstrar o uso do Algoritmo de colonização de formigas Antsystem

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