Projects in Awesome Lists tagged with botorch
A curated list of projects in awesome lists tagged with botorch .
https://github.com/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 docker docker-compose dvc gpytorch mechanistic-models minio mlflow mlflow-tracking-server mlops pcse prefect prefect-agent process-modeling surrogate-based-optimization surrogate-models variational-bayes variational-inference
Last synced: 04 May 2025
https://github.com/depshad/gp_augmentation_bo
Uncertainty-aware Labelled Augmentations for High Dimensional Latent Space Bayesian Optimisation
bayesian-optimization botorch gaussian-processes pytorch
Last synced: 20 Feb 2025
https://github.com/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 ax-platform bayesian-optimisation bayesian-optimization botorch gaussian-processes mnist nas neural-architecture-optimization neural-architecture-search torchx
Last synced: 30 Apr 2025
https://github.com/gstechschulte/process-optimization
Application of Bayesian optimization on industrial datasets.
bayes-opt bayesian-optimization botorch gaussian-processes gpytorch
Last synced: 25 Mar 2025
