Projects in Awesome Lists tagged with gradient-free-optimization
A curated list of projects in awesome lists tagged with gradient-free-optimization .
https://github.com/emi-group/evox
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
black-box-optimization brax derivative-free-optimization evolutionary-algorithms evolutionary-computation evolutionary-optimization evolutionary-reinforcement-learinig evolutionary-strategies gpu-acceleration gradient-free-optimization gym jax metaheuristics multi-objective-optimization neuroevolution population-based-optimization pytorch ray
Last synced: 06 Nov 2025
https://github.com/simonblanke/gradient-free-optimizers
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
bayesian-optimization blackbox-optimization constrained-optimization evolution-strategies gradient-free-optimization hill-climbing hyperactive hyperparameter-optimization machine-learning meta-heuristic nelder-mead optimization particle-swarm-optimization random-search simulated-annealing tree-of-parzen-estimator
Last synced: 15 Mar 2026
https://github.com/SimonBlanke/Gradient-Free-Optimizers
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
bayesian-optimization blackbox-optimization constrained-optimization evolution-strategies gradient-free-optimization hill-climbing hyperactive hyperparameter-optimization machine-learning meta-heuristic nelder-mead optimization particle-swarm-optimization random-search simulated-annealing tree-of-parzen-estimator
Last synced: 05 Apr 2025
https://github.com/Evolutionary-Intelligence/pypop
[JMLR-2024] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (evolutionary algorithms/swarm-based optimizers/pattern search/...).
black-box-optimization consensus-based-optimization continuous-optimization derivative-free-optimization differential-evolution direct-search estimation-of-distribution-algorithms evolution-strategies evolutionary-algorithms genetic-algorithms global-optimization gradient-free-optimization large-scale-optimization nonlinear-optimization numerical-optimization optimization-algorithms particle-swarm-optimization population-based-optimization random-search zeroth-order-optimization
Last synced: 26 Feb 2025
https://github.com/simonblanke/optimization-tutorial
Tutorials for the optimization techniques used in Gradient-Free-Optimizers and Hyperactive.
gradient-free-optimization hyperactive hyperparameter-optimization machine-learning optimization tutorial visualization
Last synced: 05 May 2025
https://github.com/dizcza/mcmc_binarynet
Markov Chain Monte Carlo binary network optimization
binary-neural-networks gradient-free-optimization jags mcmc pymc3 pytorch xnor-net
Last synced: 03 Jul 2025
https://github.com/thieu1995/evorbf
EvoRBF: A Nature-inspired Algorithmic Framework for Evolving Radial Basis Function Networks
classification evolutionary-algorithms genetic-algorithm global-search gradient-free-optimization gradient-free-rbf local-search machine-learning mealpy metaheuristic-algorithms nature-inspired-algorithms neural-network particle-swarm-optimization radial-basis-function radial-basis-function-network regression swarm-intelligence whale-optimization-algorithm
Last synced: 10 Jul 2025
https://github.com/simonblanke/surfaces
Standardized test-functions for optimization algorithms and machine-learning
bbob benchmarking black-box-optimization cec2013 cec2014 cec2017 engineering gradient-free-optimization machine-learning objective-functions optimization python science surrogate-models test-functions
Last synced: 18 Apr 2026
https://github.com/jiangyan-zhao/epbo
Implementation code for the paper "Bayesian Optimization via Exact Penalty"
bayesian-optimization constrained-bayesian-optimization global-optimization gradient-free-optimization
Last synced: 25 Oct 2025
https://github.com/sukiboo/smoothing_based_optimization
Implementation of smoothing-based optimization algorithms
gaussian-smoothing gradient-free-optimization optimization smoothing-methods
Last synced: 14 Mar 2025
https://github.com/jbrea/simultaneousperturbationstochasticapproximation.jl
A Julia implementation of Simultaneous Perturbation Stochastic Approximation
gradient-free gradient-free-optimization optimisation optimization spsa
Last synced: 18 Mar 2026
https://github.com/hondorandale/simplefwa.jl
fireworks swarm optimization - efficient derivative free solver.
gradient-free-optimization machinelearning meta-l metaheuristic optimization stochastic-optimization
Last synced: 19 Feb 2026
https://github.com/sukiboo/mollifier_smoothing
Numerical optimization via mollifier smoothing
gradient-free-optimization mollifier-smoothing optimization smoothing-methods
Last synced: 28 Oct 2025
https://github.com/zsxkib/nat-cw2
Particle Swarm Optimisation, Genetic Algorithm/Programming for (Gradient-Free) Neural Network Optimisation
ga genetic-algorithm genetic-programming gp gradient-free-optimization natural-computing particle-swarm-optimisation pso
Last synced: 05 Apr 2025
