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GitHub topics: bayesian-optimisation

automl/SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Language: Python - Size: 155 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,167 - Forks: 235

JBris/aws-botorch-torchx-nas

Testing submission of AWS batch jobs using BoTorch (via Ax) and TorchX for neural architecture search

Language: HTML - Size: 2.92 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 16.7 MB - Last synced at: 29 days ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 0

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.

Language: Python - Size: 61.8 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

ghanrabban/MATLAB-Bayesian-Optimized-Neural-Network-for-Laser-Amplifier

MATLAB code of Bayesian Optimized Neural Network (BONN) for Gain Coefficient Estimation in Optical Fiber Laser Amplifier

Language: MATLAB - Size: 12.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

lantonov/Optimisation

Implementation of ROCK* algorithm (Gaussian kernel regression + natural gradient descent) for optimisation

Language: Python - Size: 958 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 3

clear-nus/BOIRL

Accompanying code of BO-IRL published in Neurips 2020

Language: Python - Size: 329 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

jajcayn/pygpso

Gaussian-Processes Surrogate Optimisation in python

Language: Python - Size: 3.09 MB - Last synced at: 26 days ago - Pushed at: about 4 years ago - Stars: 19 - Forks: 1

eugene/prot-bo-0

:pill: Guiding directed protein evolution with Bayesian Optimization - First Steps :pill:

Language: Python - Size: 3.14 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 0

bearloga/bayesopt-tutorial-r 📦

Tutorial on Bayesian optimization in R

Language: R - Size: 6 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 2

JeremyLinux/PTGPBO

Bayesian Optimisation with Gaussian Processes implemented in PyTorch

Language: Python - Size: 1000 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 3

georgedeath/how-bayesian-should-BO-be

How Bayesian should Bayesian Optimisation be?

Language: Jupyter Notebook - Size: 437 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 0