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GitHub topics: cmaes

anyoptimization/pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

Language: Python - Size: 17.8 MB - Last synced at: 8 days ago - Pushed at: 9 days ago - Stars: 2,532 - Forks: 423

keurfonluu/stochopy

Python library for stochastic numerical optimization

Language: Python - Size: 2.32 MB - Last synced at: 23 days ago - Pushed at: almost 2 years ago - Stars: 96 - Forks: 15

keurfonluu/StochANNPy

StochANNPy (STOCHAstic Artificial Neural Network for PYthon) provides user-friendly routines compatible with Scikit-Learn for stochastic learning.

Language: Python - Size: 169 KB - Last synced at: 28 days ago - Pushed at: about 7 years ago - Stars: 8 - Forks: 4

mlojek/optilab

Python framework for black-box optimization.

Language: Python - Size: 366 KB - Last synced at: 11 minutes ago - Pushed at: about 1 hour ago - Stars: 1 - Forks: 0

dmosopt/dmosopt

Distributed surrogate-assisted evolutionary methods for multi-objective optimization of high-dimensional dynamical systems

Language: Python - Size: 1.06 MB - Last synced at: 8 days ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 4

wildart/Evolutionary.jl

Evolutionary & genetic algorithms for Julia

Language: Julia - Size: 1.6 MB - Last synced at: 12 days ago - Pushed at: almost 2 years ago - Stars: 339 - Forks: 59

zuoxingdong/lagom

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Language: Jupyter Notebook - Size: 95.9 MB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 375 - Forks: 30

AIworx-Labs/chocolate

A fully decentralized hyperparameter optimization framework

Language: Python - Size: 2.33 MB - Last synced at: 16 days ago - Pushed at: 11 months ago - Stars: 123 - Forks: 41

nAuTahn/EAs-from-the-papers

Evolutionary algorithms from the papers

Size: 131 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

tcmxx/UnityTensorflowKeras

Unity In Editor Deep Learning Tools. Using KerasSharp, TensorflowSharp, Unity MLAgent. In-Editor training and no python needed.

Language: C# - Size: 38.7 MB - Last synced at: 28 days ago - Pushed at: over 5 years ago - Stars: 53 - Forks: 15

suleimanelkhoury/ec-scheduler

Three implemented evolutionary strategies using DEAP to optimize energy scheduling tasks.

Language: Python - Size: 45.9 KB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

tp5uiuc/soft_systems_course

Course on computational design, non-linear optimization, and dynamics of soft systems at UIUC.

Language: Jupyter Notebook - Size: 20.3 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 7 - Forks: 3

taslater/tippy-project

Website with interactive client-side CMA-ES (blackbox optimizer) demos. Reinforcement-learning demos allow users to control RL-trained robots.

Language: JavaScript - Size: 64.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

wagenaartje/formation-assembly

All code for the results and figures shown in the report for the course AE4350.

Language: Python - Size: 2.01 GB - Last synced at: 7 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

shashankkotyan/DualQualityAssessment

This github repository contains the official code for the papers, "Robustness Assessment for Adversarial Machine Learning: Problems, Solutions and a Survey of Current Neural Networks and Defenses" and "One Pixel Attack for Fooling Deep Neural Networks"

Language: Python - Size: 44.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

luna97/matrix-adaptation-exploiting-gradient-evolution-strategy

This repository contains an improvement for any covariance-matix-adaptation-like evolution strategy exploiting gradient or its estimation

Language: Jupyter Notebook - Size: 8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

keurfonluu/StochOptim

StochOptim provides user friendly functions to solve optimization problems using stochastic algorithms

Language: Fortran - Size: 77.1 KB - Last synced at: 12 months ago - Pushed at: over 7 years ago - Stars: 8 - Forks: 2

keurfonluu/StochOPy-WebApp

StochOPy WebApp is hosted online at

Language: Python - Size: 117 KB - Last synced at: 12 months ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 4

Animadversio/ActMax-Optimizer-Dev

The official repo for GECCO 2022 paper High-Performance Evolutionary Algorithms for Online Neuronal Control in vivo and in silico

Language: Python - Size: 10.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 4

marmakoide/eskit

ESKit is a portable library written in C, that provides implementations of some self-adaptive evolution strategies

Language: C - Size: 247 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

smkalami/ypea108-cma-es

CMA-ES in MATLAB

Language: MATLAB - Size: 4.88 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2

matteo-df/AttentionAgent_Procgen

Self-Interpretable Agent implemented on the Procgen game 'Dodgeball'.

Language: Python - Size: 45.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

chunjenpeng/pyBandit

Bandit and Evolutionary Algorithms using Python

Language: Python - Size: 2.07 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

amarrerod/Desarrollo_Retos_GenOpt_TFG

Language: TeX - Size: 56.5 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

Related Keywords
cmaes 24 evolutionary-algorithms 13 optimization 8 python 8 differential-evolution 7 evolution-strategies 7 reinforcement-learning 4 pso 4 stochastic-optimization 4 genetic-algorithm 3 deep-learning 3 evolutionary-algorithm 3 machine-learning 3 particle-swarm-optimization 3 evolution-strategy 2 cma-es 2 mpi 2 multiobjective-optimization 2 monte-carlo 2 covariance-matrix-adaptation 2 deap 2 blackbox-optimization 2 nsga2 2 neural-network 2 mcmc 2 parallel 2 genopt 1 cem 1 pixel-attack 1 paper 1 dual-quality-assessment 1 deep-neural-networks 1 danilo-vasconcellos-vargas 1 microservices 1 adversarial-search 1 adversarial-machine-learning 1 adversarial-defence 1 adversarial-attack 1 formation-flight 1 webworkers 1 reinforcement-learning-agent 1 javascript 1 interactive-agents 1 nsga-ii 1 redis 1 soft-robotics 1 numerical-methods 1 cpp 1 bandit-algorithms 1 aco 1 self-attention 1 procgen 1 attention-mechanism 1 evolutionary-computation 1 evolution-of-evolution 1 estimation-of-distribution 1 cma 1 numerical-optimization 1 gradient-free-optimization 1 neuroscience 1 cnn-visualization 1 activation-maximization 1 webapp 1 dash 1 fortran 1 threshold-attack 1 shashank-kotyan 1 robustness-verification 1 robustness-experiments 1 robustness-assessment 1 robustness 1 artificial-intelligence 1 pareto-front 1 optimisation 1 julia 1 genetic-programming 1 trust-region 1 surrogate-optimization 1 smpso 1 mpi4py 1 mpi-applications 1 gpytorch 1 gpflow 1 gaussian-process 1 distributed-computing 1 distributed 1 surrogate-models 1 metamodels 1 gecco 1 ci 1 cec 1 cd 1 nsga3 1 multi-objective-optimization 1 flask 1 docker 1 unity 1 tensorflow 1 no-python 1 keras 1