botorch
There are 11 repositories under botorch topic.
yingtaoluo/Probabilistic-density-network
A Quantum Inspired Deep Probabilistic Learning Model for the Inverse Design of Meta-Structures. Research AAAS & NeurIPS ML4PS.
lukassteinwender/avatair
A pipeline to generate user-preferred photo-realistic avatars using stable-diffusion and bayesian-optimization.
mbiparva/ax-bo-image-classification
Hyperpatameter Bayesian Optimization for Image Classification in PyTorch
JBris/prefect-surrogate-models
Demonstrating the use of Prefect to orchestrate the creation of machine learning surrogate models as applied to mechanistic crop models.
depshad/GP_augmentation_BO
Uncertainty-aware Labelled Augmentations for High Dimensional Latent Space Bayesian Optimisation
maxbalrog/light-by-light-botorch
Optimization of light-by-light scattering scenarios with BoTorch engine.
machine-learning-tutorial/bayesian-optimization
An introduction to Bayesian optimization with an example of accelerator tuning task.
andreaponti5/bows
Code for the paper: Wasserstein enabled Bayesian optimization of composite functions.
babulab/QuantumOptimalControl-ML
This repository applies Machine Learning to Quantum Optimal Control (QOC) for preparing the highly entangled Greenberger–Horne–Zeilinger (GHZ) state.
babulab/VariationalQuantumEigensolver-ML
This repository combines Machine Learning with the Variational Quantum Eigensolver (VQE), a hybrid quantum-classical algorithm for estimating ground state energies in quantum systems, useful in quantum chemistry and physics.
dai08srhg/botorchsampler-candidate_funcs
OptunaのBoTorchSamplerのためのcandidates_funcの実装例および実験管理