fmfn/BayesianOptimization

A Python implementation of global optimization with gaussian processes.

PythonOtherpythonsimpleoptimizationgaussian-processesbayesian-optimization
This is stars and forks stats for /fmfn/BayesianOptimization repository. As of 09 May, 2024 this repository has 7021 stars and 1496 forks.

Bayesian Optimization Pure Python implementation of bayesian global optimization with gaussian processes. PyPI (pip): $ pip install bayesian-optimization Conda from conda-forge channel: $ conda install -c conda-forge bayesian-optimization This is a constrained global optimization package built upon bayesian inference and gaussian process, that attempts to find the maximum value of an unknown function in as few iterations as possible. This technique is particularly suited for optimization of high...
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