UQPyL Documentation ​

UQPyL provides a shared problem protocol and a set of uncertainty quantification workflows for sampling, sensitivity analysis, optimization, inference, calibration, and surrogate modeling.

Most workflows start with a Problem or ModelProblem, then pass that object into one or more functional modules.

Problem / ModelProblem -> Method -> Result

Start Here ​

Choose a Workflow ​

Recommended Learning Path ​

1. Read Quick Start to see the main workflow shape.
2. Read Problem before using any functional module.
3. Pick one task guide from the workflow table.
4. Use API Reference when you need constructor parameters, return fields, or reader classes.
5. Use Examples for end-to-end patterns.

Core Concepts ​

API Reference ​

The API reference is split by module.

Project Notes ​