Projects in Awesome Lists tagged with bayesian-optimisation
A curated list of projects in awesome lists tagged with bayesian-optimisation .
https://github.com/automl/SMAC3
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
algorithm-configuration automated-machine-learning automl bayesian-optimisation bayesian-optimization configuration gaussian-process hyperparameter-optimization hyperparameter-search hyperparameter-tuning random-forest
Last synced: 05 Apr 2025
https://github.com/jajcayn/pygpso
Gaussian-Processes Surrogate Optimisation in python
bayesian-optimisation brainweb gaussian-processes gaussian-processes-surrogate gpflow neuroscience neuroscience-methods optimisation partition-tree python3 scale-biophysical-models space-partition-tree
Last synced: 25 Apr 2025
https://github.com/mikediessner/nubo
NUBO is a Bayesian optimisation framework for the optimisation of expensive-to-evaluate black-box functions developed by the Fluid Dynamics Lab at Newcastle University.
bayesian-optimisation black-box-optimisation derivative-free-optimisation gaussian-processes machine-learning optimisation-algorithms
Last synced: 02 Mar 2025
https://github.com/jbris/aws-botorch-torchx-nas
Testing submission of AWS batch jobs using BoTorch (via Ax) and TorchX for neural architecture search
aws aws-batch ax ax-platform bayesian-optimisation bayesian-optimization botorch gaussian-processes mnist nas neural-architecture-optimization neural-architecture-search torchx
Last synced: 30 Apr 2025
https://github.com/mikediessner/environmental-conditions-bo
Data and code associated with paper "On the development of a practical Bayesian optimisation algorithm for expensive experiments and simulations with changing environmental conditions" currently in review.
bayesian-optimisation black-box-optimisation gaussian-process machine-learning optimisation research research-paper
Last synced: 02 Mar 2025