End-to-end Bayesian analysis of quasi-elastic neutron scattering data from ISIS Mantid .nxspe files : translational and rotational diffusion models, ensemble MCMC, full posterior inference.

$ pip install "qens[mcmc]"

Built with

Getting Started

Install the library and run the 60-second example.

Installation
Quick Start

Full workflow: load >> pre-process >> fit >> MCMC >> plot.

Quick Start
Physical Models

Fickian, Chudley-Elliott, Singwi-Sjölander, isotropic rotor, anisotropic rotor, and the custom model registry.

Physical Models
API Reference

Auto-generated reference for every public function and class.

API Reference