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Multi Fidelity Python Packages

Python packages with the GitHub topic multi-fidelity. Sorted by relevance, with stars and monthly downloads.
emukit
emukit

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

41K 655 132
SMTorg
smt

Surrogate Modeling Toolbox

29K 876 227
deephyper
deephyper

DeepHyper: A Python Package for Massively Parallel Hyperparameter Optimization in Machine Learning

8K 305 65
sjvrijn
mf2

A collection of analytical benchmark functions in multiple fidelities

517 30 8
auto-flow
ultraopt

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

76 107 15
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