Demonstrating the use of Prefect to orchestrate the creation of machine learning surrogate models as applied to mechanistic crop models.
docker
docker-compose
minio
dask
variational-inference
bayesian-optimization
process-modeling
variational-bayes
prefect
mechanistic-models
dvc
surrogate-models
mlops
mlflow
surrogate-based-optimization
mlflow-tracking-server
gpytorch
botorch
pcse
prefect-agent
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Updated
Apr 2, 2024 - HTML