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Multi Fidelity Python Packages

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

36K 677 135
SMTorg
smt

SMT: The Surrogate Modeling Toolbox

17K 919 230
deephyper
deephyper

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

1K 311 66
sjvrijn
mf2

Collection of Multi-Fidelity benchmark functions

246 30 8
SMTorg
smt-optim

smt-optim: The Surrogate-Based Optimization software based on SMT

127 19 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。

56 107 15
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