Potential new feature: Add wave workflow to History Matching #648
Description
Summary
The history matching method runs only runs one wave; it would be useful to extend the functionality to:
- Have multiple waves as part of the workflow
- Allow an early stopping option with wave < n_waves if the number of emulated samples falls within the region of interest (e.g. 90%).
Basic Example
For an HM object hmw, we could:
history_matching_results = hmw.run_waves(n_waves=10, n_simulations=100, n_test_samples=10000)
history_matching_results will be a list of parameters and implausibility scores for each wave.
Drawbacks
Needs to be well tested.
Unresolved questions
No response
Implementation PR
This is being work at #632
Reference Issues
No response