Projects in Awesome Lists tagged with multi-fidelity
A curated list of projects in awesome lists tagged with multi-fidelity .
https://github.com/SMTorg/smt
Surrogate Modeling Toolbox
derivative machine-learning mixture-of-experts multi-fidelity predictive-modeling sampling surrogate-models
Last synced: 01 May 2025
https://github.com/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.
bayesian-optimization bayesian-quadrature decision-making emulation experimental-design machine-learning multi-fidelity python sensitivity-analysis uncertainty-quantification
Last synced: 09 Apr 2025
https://github.com/deephyper/deephyper
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
automl deep-learning hpc hyperparameter-optimization keras machine-learning mpi multi-fidelity neural-architecture-search python pytorch raylib scalability tensorflow uncertainty-quantification
Last synced: 07 Apr 2025
https://github.com/arlindkadra/dyhpo
[NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations
deep-kernel-gps deep-learning hyperparameter-optimization multi-fidelity
Last synced: 24 Mar 2025
https://github.com/arlindkadra/dpl
[NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.
hpo hyperparameter-optimization learning-curve-prediction multi-fidelity scaling-laws
Last synced: 24 Mar 2025