botorch

There are 0 repository under botorch topic.

yingtaoluo / Probabilistic-density-network
Probability-density-based deep learning paradigm for the fuzzy design of functional metastructures. Research AAAS & NeurIPS ML4PS.
python botorch pytorch numpy matlab comsol quantum
Language:Python 20
lukassteinwender / avatair
A pipeline to generate user-preferred photo-realistic avatars using stable-diffusion and bayesian-optimization.
avatar avatar-generator bayesian-optimization botorch pytorch stable-diffusion
Language:Python 18
mbiparva / ax-bo-image-classification
Hyperpatameter Bayesian Optimization for Image Classification in PyTorch
pytorch botorch gpytorch ax-parametrization hyperparameters image-classification configuration-hyperparameters adaptive-experimentation-platform
Language:Python 12
JBris / prefect-surrogate-models
Demonstrating the use of Prefect to orchestrate the creation of machine learning surrogate models as applied to mechanistic crop models.
bayesian-optimization botorch dask gpytorch prefect prefect-agent surrogate-based-optimization surrogate-models variational-bayes variational-inference docker docker-compose dvc minio mlflow mlflow-tracking-server mlops mechanistic-models pcse process-modeling
Language:HTML 4
depshad / GP_augmentation_BO
Uncertainty-aware Labelled Augmentations for High Dimensional Latent Space Bayesian Optimisation
bayesian-optimization botorch gaussian-processes pytorch
Language:Python 2
bayesian-optimization
machine-learning-tutorial / bayesian-optimization
An introduction to Bayesian optimization with an example of accelerator tuning task.
bayesian-optimization botorch machine-learning particle-accelerator tutorial
Language:Jupyter Notebook 2
maxbalrog / light-by-light-botorch
Optimization of light-by-light scattering scenarios with BoTorch engine.
ax botorch optimization python qed quantum-vacuum
Language:Jupyter Notebook 2
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 bayesian-optimisation bayesian-optimization botorch gaussian-processes mnist neural-architecture-optimization neural-architecture-search ax-platform nas torchx
Language:HTML 1
andreaponti5 / bows
Code for the paper: Wasserstein enabled Bayesian optimization of composite functions.
bayesian-optimization botorch composite-function pytorch wasserstein-distance
Language:Python 0
babulab / QuantumOptimalControl-ML
This repository applies Machine Learning to Quantum Optimal Control (QOC) for preparing the highly entangled Greenberger–Horne–Zeilinger (GHZ) state.
botorch machine-learning qiskit quantum-optimal-control stable-baselines3
Language:Jupyter Notebook 0
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.
machine-learning variational-quantum-eigensolver botorch qiskit stable-baselines3
Language:Jupyter Notebook 0
dai08srhg / botorchsampler-candidate_funcs
OptunaのBoTorchSamplerのためのcandidates_funcの実装例および実験管理
bayesian-optimization botorch optuna
Language:Python 0
xietao-wanglin / Decoupled_BO
Bayesian Optimisation with Decoupled Evaluations
bayesian-optimization botorch gaussian-processes
Language:Python

botorch

yingtaoluo / Probabilistic-density-network

lukassteinwender / avatair

mbiparva / ax-bo-image-classification

JBris / prefect-surrogate-models

depshad / GP_augmentation_BO

machine-learning-tutorial / bayesian-optimization

maxbalrog / light-by-light-botorch

JBris / aws-botorch-torchx-nas

andreaponti5 / bows

babulab / QuantumOptimalControl-ML

babulab / VariationalQuantumEigensolver-ML

dai08srhg / botorchsampler-candidate_funcs

xietao-wanglin / Decoupled_BO