Black Box Optimization
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Bayesian OptimizationPython
A Python package for constrained global optimization using Bayesian inference and Gaussian processes.
#hyperparameter-tuning#bayesian-optimization#global-optimization
Stars8.6k
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evosaxPython
A comprehensive, high-performance library implementing 30+ Evolution Strategies in JAX for scalable optimization on modern hardware.
#genetic-algorithms#jax#gradient-free-optimization
Stars760
Forks62
Last commit1 month ago
GoptunaGo
A decentralized hyperparameter optimization framework for Go, inspired by Optuna, supporting Bayesian optimization and evolution strategies.
#hyperparameter-optimization#blackbox-optimization#automl
Stars277
Forks25
Last commit9 months ago
GPflowOptPython
A Python library for Bayesian optimization using GPflow and TensorFlow, designed for optimizing expensive black-box functions.
#probabilistic-modeling#hyperparameter-optimization#hyperparameter-tuning
Stars275
Forks60
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