GitHub topics: bayesian-optimisation
automl/SMAC3
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
Language: Python - Size: 155 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1,177 - Forks: 236
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: 1 day ago - Pushed at: over 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
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: about 1 month 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
lantonov/Optimisation
Implementation of ROCK* algorithm (Gaussian kernel regression + natural gradient descent) for optimisation
Language: Python - Size: 961 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 7 - 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
