GitHub topics: bayesian-optimisation
automl/SMAC3
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
Language: Python - Size: 154 MB - Last synced at: about 5 hours ago - Pushed at: about 7 hours ago - Stars: 1,202 - Forks: 240
JBris/bayesian-oed-opt-al
Bayesian optimal experimental design, optimisation, and active learning with different acquisition functions
Language: Jupyter Notebook - Size: 554 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 1 - Forks: 0
natthapong2100/demographic-linkage-active-learning
Demographic linkage identifies individuals across historical documents. Traditional manual annotation of birth/death records is costly and time consuming. This project uses Active Learning to reduce labeling costs while maintaining accuracy, with Passive Learning as benchmark. Bayesian Optimization improves performance via hyperparameter tuning.
Language: Jupyter Notebook - Size: 19.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - 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: about 2 months ago - Pushed at: 2 months ago - Stars: 11 - Forks: 0
JackBuck/decoupled-kg
Multi-objective Bayesian optimization with decoupled objectives using knowledge gradient and expectation over linear scalarisations
Language: Jupyter Notebook - Size: 2.55 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1
MarioPasc/Coronary_Angiography_Detection
Stenosis detection in Invasive Coronariography Angiography imaging
Language: Python - Size: 118 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
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: 7 months ago - Pushed at: 10 months ago - Stars: 1 - 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: 4 months ago - Pushed at: over 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: over 1 year ago - Pushed at: over 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: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
jajcayn/pygpso
Gaussian-Processes Surrogate Optimisation in python
Language: Python - Size: 3.09 MB - Last synced at: about 2 months ago - Pushed at: over 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: over 2 years ago - Pushed at: about 5 years ago - Stars: 16 - Forks: 0
bearloga/bayesopt-tutorial-r 📦
Tutorial on Bayesian optimization in R
Language: R - Size: 6 MB - Last synced at: over 2 years ago - Pushed at: over 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: about 6 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: 5 months ago - Pushed at: 5 months 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: over 4 years ago - Stars: 2 - Forks: 0
