bbopt / nomad Star 160 Code Issues Pull requests NOMAD - A blackbox optimization software solver optimization-algorithms blackbox-optimization surrogate-based-optimization blackbox-optimizer mathematical-algorithms derivative-free-optimization simulation-based-optimization Updated Sep 14, 2026 C++
microprediction / humpday Star 158 Code Issues Pull requests Discussions SOTA Black-box optimization (Python and JS) without the baggage blackbox-optimization blackbox-optimizer derivative-free-optimization zeroth-order-optimization python-optimizer global-optimizers Updated Sep 24, 2026 Python
cobyqa / cobyqa Star 57 Code Issues Pull requests Discussions A derivative-free solver for general nonlinear optimization. python black-box-optimization optimization-library optimisation optimization-framework numerical-optimization-methods blackbox-optimizer unconstrained-optimisation numerical-optimization-library optimisation-framework black-box-optimisation derivative-free-optimisation zeroth-order-method constrained-optimisation cobyqa Updated Sep 21, 2026 Python
d4l3k / go-bayesopt Star 53 Code Issues Pull requests A library for doing Bayesian Optimization using Gaussian Processes (blackbox optimizer) in Go/Golang. go machine-learning optimization hyperparameter-optimization bayesopt gaussian-processes bayesianoptimization blackbox-optimizer Updated May 31, 2024 Go
Ahmed-Bayoumy / OMADS Star 6 Code Issues Pull requests OMADS - A blackbox optimization python package optimization solver optimization-algorithms mads blackbox-optimization blackbox-optimizer mathematical-algorithms derivative-free-optimization direct-search simulation-based-optimization omads Updated Aug 31, 2026 Python
JBris / calibrating-abms-workshop Star 3 Code Issues Pull requests Discussions A workshop covering the calibration of agent-based models. calibration agent-based-modeling sensitivity-analysis netlogo mesa individual-based-modelling agent-based-framework approximate-bayesian-computation agent-based-simulation blackbox-optimization latin-hypercube-sampling surrogate-models blackbox-optimizer agent-based-modelling likelihood-free-inference surrogate-model bayesian-calibration simulation-based-inference individual-based-model individual-based-modeling Updated Sep 14, 2026 Python