Python / bayesian optimization package

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32 (+0) ⭐

Reference implementation of Optimistic Expected Improvement.

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pybo πŸ‚
124 (+0) ⭐

Python package for modular Bayesian optimization

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GPflowOpt 🌿
211 (+0) ⭐

Bayesian Optimization using GPflow

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Spearmint 🌿
1340 (+0) ⭐

Spearmint Bayesian optimization codebase

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RoBO 🌿
383 (+0) ⭐

RoBO: a Robust Bayesian Optimization framework

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botorch 🌿
1613 (+1) ⭐

Bayesian optimization in PyTorch

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spearmint πŸ‚
1311 (+0) ⭐

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

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4160 (+5) ⭐

A Python implementation of global optimization with gaussian processes.

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bayeso 🌿
46 (+0) ⭐

Simple, but essential Bayesian optimization package

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MOBO 🌿
14 (+0) ⭐

constrained/unconstrained multi-objective bayesian optimization package.

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