derivative-free

There are 2 repositories under derivative-free topic.

eyounx / ZOOpt
A python package of Zeroth-Order Optimization (ZOOpt)
derivative-free machine-learning optimization
Language:Python 412
jbrea / CMAEvolutionStrategy.jl
A julia implementation of the CMA Evolution Strategy for derivative-free optimization of potentially non-linear, non-convex or noisy functions over continuous domains.
optimization derivative-free-optimization derivative-free stochastic-optimization evolutionary-algorithm evolutionary-strategy cma-es blackbox-optimization
Language:Julia 31
NiMlr / High-Dim-ES-RL
Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies
evolution-strategies evolutionary-computation evolutionary-strategy reinforcement-learning neural-networks machine-learning neuroevolution stochastic-control control-theory optimization derivative-free evolutionary-algorithms
Language:Python 28
strongio / evolutionary-optimization
A collection of black-box optimizers with a focus on evolutionary algorithms
optimization derivative-free blackbox evolutionary-algorithms differential-evolution genetic-algorithm particle-swarm-optimization
Language:Python 27
sovrasov / ags_nlp_solver
Derivative-free nonlinear global optimizer with python interface
global-optimization bayesian-optimization nonlinear-optimization constrained-optimization derivative-free
Language:C++ 16
bayesopt-tutorial-r
bearloga / bayesopt-tutorial-r
Tutorial on Bayesian optimization in R
bayesian-optimization bayesian-optimisation r r-language derivative-free optimization optimisation
Language:R 15
eyounx / ZOOclient.jl
Client of distributed ZOOpt in Julia
derivative-free optimization machine-learning
Language:Julia 6
mazenalamir / torczon
A simple Python-3 implementation of the derivative-free Torczon algorithm for nonlinear constrained optimization
optimization-algorithms derivative-free nonlinear nonsmooth constrained-optimization
Language:Python 5
devzhk / enkg-pytorch
Offical Pytorch Implementation of EnKG
diffusion-model inverse-problem derivative-free
Language:Python 2
sovrasov / multicriterial-go
Constrained multi-objective derivative-free global solver
optimization-methods multiobjective-optimization global-optimization nonlinear-optimization cpp constrained-optimization derivative-free
Language:C++ 2
ash-aldujaili / mosoo
Code for Multi-Objective Simultaneous Optimistic Optimisation
multi-objective-optimization continuous optimization derivative-free
Language:MATLAB 1
acristofari / ord
Derivative-free solver for the minimization of a function over the convex hull of a set of vectors
optimization derivative-free-optimization derivative-free optimization-algorithms black-box-optimization black-box-attacks adversarial-attacks
Language:MATLAB 0
Bio4Res / derivative-free-optimization
Methods for derivative-free optimization of continuous functions
derivative-free hooke-jeeves nelder-mead
Language:Java 0
sparseinference / steppingstones
The Stepping Stones Search Algorithm. A simple derivative-free optimizer.
optimization-algorithms derivative-free numpy pytorch
Language:Python 0