Usage#
To use obsweatherscale in a project:
import obsweatherscale
To get started, check out the example scripts in the repository:
example_train_script.py: Demonstrates how to preprocess data, build a dataset, construct a model with customized mean and kernel functions, and train a GP model using toy data.example_inference_script.py: Shows how to perform inference with a trained model to obtain prior and posterior distributions, and how to sample from the distributions.
These examples can be found in the obsweatherscale/examples/ directory and provide a practical introduction to the library’s core functionality.