Published September 24, 2020
| Version v1.1
Software
Open
lanl/SEPIA: v1.1
- 1. Los Alamos National Laboratory
Description
This is the stable, essentially complete version of SEPIA. We anticipate only minor bugfixes or small feature additions in the future.
Since v1.0.0, we have added:
- To set up a model, use SepiaModel(data) (as opposed to setup_model() function from first release)
- Prediction code finalized, now takes x and t in native (untransformed) space and handles transformations internally
- Added Kronecker-separable design awareness and capability
- Added ability to pass theta constraint functions to SepiaModel
- Added ability to use categorical variables in x and t
- Added more thorough testing
- Fixed some unexpected behavior in model.get_samples()
- Added get_samples() methods for SepiaHierarchicalThetaModels/SepiaSharedThetaModels
- Added to examples (in particular, added shared/hierarchical model example and parallel chains example)
- Simplified install directions and added dependencies in setup.py
- Sensitivity analysis finished and tested against Matlab GPMSA version
- Added to documentation
Files
lanl/SEPIA-v1.1.zip
Files
(165.6 MB)
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Additional details
Related works
- Is supplement to
- https://github.com/lanl/SEPIA/tree/v1.1 (URL)