evolutionary-strategy 开源项目推荐（76 个）

esa /pagmo2

一个 C++ 平台，通过异步广义岛屿模型执行优化任务（全局和局部）的并行计算。

jenetics /jenetics

Jenetics - 遗传算法、遗传编程、语法进化、进化算法和多目标优化

esa /pygmo2

一个 Python 平台，通过异步广义岛屿模型执行优化任务（全局和局部）的并行计算。

openai /EPG

论文《Evolved Policy Gradients》的代码

jakobbossek /ecr2

ecr：R 中的进化计算（版本 2）

jbrea /CMAEvolutionStrategy.jl

CMA 进化策略的 Julia 实现，用于在连续域上对可能非线性、非凸或有噪声的函数进行无导数优化。

NiMlr /High-Dim-ES-RL

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

scheckmedia /cgp-cnn-design

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

sash-a /es_pytorch

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

sgonzalez /SwiftCMA

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

shashankkotyan /RobustArchitectureSearch

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

AStupidBear /GCMAES.jl

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

giuse /machine_learning_workbench

Workbench for practical machine learning in Ruby.

entrpn /fingym

A tool for developing reinforcement learning algorithms focused in stock prediction

satuma777 /evoltier

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

MarkZH /Genetic_Chess

An amateur attempt at breeding a chess-playing AI.

aliasgharheidaricom /RUN-Beyond-the-Metaphor-An-Efficient-Optimization-Algorithm-Based-on-Runge-Kutta-Method

The optimization field suffers from the metaphor-based “pseudo-novel” or “fancy” optimizers. Most of these cliché methods mimic animals' searching trends and possess a small contribution to the optimization process itself. Most of these cliché methods suffer from the locally efficient performance, biased verification methods on easy problems, an…

sergio94al /Automatic_design_of_quantum_feature_maps_Genetic_Auto-Generation

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.

moshesipper /tiny_ga

Tiny Genetic Algorithm in Python.

underwit /agentsmith

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.