SURGroup / UQpy

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
MIT License
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Feature/inverse form #225

Closed connor-krill closed 10 months ago

connor-krill commented 10 months ago

Added InverseFORM

Added the InverseFORM (Inverse MPP) search as specified by Du 2005.

Description

Wrote the InverseFORM class, algorithm, documentation, tests, and examples. The examples and tests were taken from the existing FORM tests and the Du 2005 reference.

Motivation and Context

The InverseFORM algorithm was needed for a research project in SURG.

How Has This Been Tested?

This has been tested by comparing the expected type inputs/outputs, the expected errors, and tested for numerical accuracy using the examples in Du 2005.

Types of changes

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Checklist:

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sonarcloud[bot] commented 10 months ago

Kudos, SonarCloud Quality Gate passed!    Quality Gate passed

Bug A 0 Bugs
Vulnerability A 0 Vulnerabilities
Security Hotspot A 0 Security Hotspots
Code Smell A 4 Code Smells

91.5% 91.5% Coverage
0.0% 0.0% Duplication