ESEm
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duncanwp
Easy emulating of geophysical models including (but not limited to!) Earth System Models.
Wow! Great project - thanks for your hard work. Is there a way to save a trained model, load it into a new notebook, and run inference? Apologies if this...
Create a very simple toy-model (ideally using the existing testing routines), plot it, emulate it and then calibrate some parameters.
I recently came across this inference technique used in astrophysics that might be useful in our setting: https://academic.oup.com/mnras/article/398/4/1601/981502.
Example usage below. Hoping this will make exploring different kernels a bit easier for users.  To-do: - [] Add tests
Real ABC (as opposed to history matching) treats the standardized distance [probabilistically](https://en.wikipedia.org/wiki/Approximate_Bayesian_computation) and just samples compares it with samples from a normal distribution similarly to MCMC. It would be great...
Remove system packages dependency in readthedocs due to API update - it shouldn't be required anyway I don't think...