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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.

46K 659 133
SMTorg
smt

SMT: The Surrogate Modeling Toolbox

40K 895 230
deephyper
deephyper

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

11K 307 66
SMTorg
smt-optim

A Python toolbox for constrained and multi-fidelity Bayesian optimization

710 11 4
sjvrijn
mf2

Collection of Multi-Fidelity benchmark functions

527 30 8
auto-flow
ultraopt

Distributed Asynchronous Hyperparameter Optimization Better than HyperOpt

111 107 15
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