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7 search results found

Surrogate Modeling Toolbox

A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

Deephyper ⭐ 253

DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

Ultraopt ⭐ 34

Distributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。

Collection of Multi-Fidelity benchmark functions

[NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations

Reactor_benchmark ⭐ 7

A set of reactor design benchmark problems to evaluate high-dimensional, expensive, and potentially multi-fidelity optimisation algorithms.

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