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The Top 23 Cma Es Open Source Projects

Open source projects categorized as Cma Es
Categories > Cma Es
Pymoo ⭐ 1,475
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
dependent packages 21total releases 16most recent commit a day agopypi pymoo} Downloads
Lagom ⭐ 365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
most recent commit 3 years ago
Evolutionary.jl ⭐ 272
Evolutionary & genetic algorithms for Julia
most recent commit 6 days ago
Cmaes ⭐ 205
Python library for CMA Evolution Strategy.
dependent packages 10total releases 17most recent commit 3 months agopypi cmaes} Downloads
Pyribs ⭐ 157
A bare-bones Python library for quality diversity optimization.
total releases 7most recent commit 7 days ago
Pix2latent ⭐ 149
Code for: Transforming and Projecting Images into Class-conditional Generative Networks
most recent commit 2 years ago
Chocolate ⭐ 101
A fully decentralized hyperparameter optimization framework
total releases 7most recent commit 4 years ago
Stochopy ⭐ 74
Python library for stochastic numerical optimization
dependent packages 1total releases 26most recent commit a year agopypi stochopy} Downloads
Const_layout ⭐ 63
Official implementation of the MM'21 paper "Constrained Graphic Layout Generation via Latent Optimization" (LayoutGAN++, CLG-LO, and Layout evaluation)
most recent commit 6 months ago
Distributedes ⭐ 56
Distributed implementation of popular evolutionary methods
most recent commit 5 years ago
Unitytensorflowkeras ⭐ 43
Unity In Editor Deep Learning Tools. Using KerasSharp, TensorflowSharp, Unity MLAgent. In-Editor training and no python needed.
most recent commit 3 years ago
Cmaevolutionstrategy.jl ⭐ 27
most recent commit 3 months ago
Ypea ⭐ 23
Yarpiz Evolutionary Algorithms Toolbox for MATLAB
most recent commit 2 years ago
Cma Es_with_margin ⭐ 15
(GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization
most recent commit 3 months ago
Dqd Rl ⭐ 10
Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"
most recent commit 6 months ago
Stochoptim ⭐ 10
StochOptim provides user friendly functions to solve optimization problems using stochastic algorithms
most recent commit 5 years ago
Crfmnes ⭐ 8
(CEC2022) Fast Moving Natural Evolution Strategy for High-Dimensional Problems
most recent commit 3 months ago
Stochannpy ⭐ 7
StochANNPy (STOCHAstic Artificial Neural Network for PYthon) provides user-friendly routines compatible with Scikit-Learn for stochastic learning.
total releases 8most recent commit 5 years ago
Soft_systems_course ⭐ 4
Course on computational design, non-linear optimization, and dynamics of soft systems at UIUC.
most recent commit 8 months ago
Stochopy Webapp ⭐ 4
StochOPy WebApp is hosted online at
most recent commit 5 years ago
Car Racing Attention Agent ⭐ 4
Reproduce the results of "Neuroevolution of Self-Interpretable Agents" paper
most recent commit 4 months ago
Webots Universal Controller And Evolutionary Robotics Suite ⭐ 3
A universal supervisor controller and ER suite for Webots that can be adapted to any wheeled robot morphology with ease. The project is also setup to allow for easy Reinforcement Learning experimentation with some select algorithms (CMA-ES, Novlty Search, MAP-Elites) and neural networks (fixed and recurrent).
most recent commit 2 years ago
Feasibility Prediction ⭐ 3
Blackbox feasibility prediction with machine learning to optimize a CMA-ES algorithm
most recent commit a year ago
The 3 Most Depended On Cma Es Open Source Projects
Pymoo ⭐ 1,475
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
dependent packages 21total releases 16latest release April 05, 2022most recent commit a day agopypi pymoo} Downloads
Cmaes ⭐ 205
Python library for CMA Evolution Strategy.
dependent packages 10total releases 17latest release February 19, 2021most recent commit 3 months agopypi cmaes} Downloads
Stochopy ⭐ 74
Python library for stochastic numerical optimization
dependent packages 1total releases 26latest release November 22, 2021most recent commit a year agopypi stochopy} Downloads
The 7 Latest Releases In Cma Es Open Source Projects
Pymoo ⭐ 1,475
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
dependent packages 21total releases 16latest release April 05, 2022most recent commit a day agopypi pymoo} Downloads
Stochopy ⭐ 74
Python library for stochastic numerical optimization
dependent packages 1total releases 26latest release November 22, 2021most recent commit a year agopypi stochopy} Downloads
Pyribs ⭐ 157
A bare-bones Python library for quality diversity optimization.
total releases 7latest release July 22, 2021most recent commit 7 days ago
Cmaes ⭐ 205
Python library for CMA Evolution Strategy.
dependent packages 10total releases 17latest release February 19, 2021most recent commit 3 months agopypi cmaes} Downloads
Chocolate ⭐ 101
A fully decentralized hyperparameter optimization framework
total releases 7latest release May 28, 2019most recent commit 4 years ago
Evolutionary.jl ⭐ 272
Evolutionary & genetic algorithms for Julia
latest release June 22, 2015most recent commit 6 days ago
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