GACELLE Documentation

Welcome to the GACELLE documentation! Here you can find all the documents related to GACELLE.

GACELLE is a Matlab package that combines the flexibility of either conventional voxel-wise nonlinear-least-square(NLLS) optimization(askAdam) or Markov-chain-Monte-Carlo(MCMC) sampling with the high computational efficiency of GPU processing, for high throughput estimation tasks.

Table of Contents

Installation

• Installation

Getting started

• Introduction
• Designing a new model
• askAdam basic tutorial
• askAdam basic tutorial for N-D data
• MCMC basic tutorial
• MCMC Metropolis-Hastings tutorial
• MCMC Affine invariant ensemble sampler tutorial

Supported models

• AxCaliberSMT
• NEXI
• MCRMWI
• GREMWI
• JointR1R2star

Tips and Tricks

• Tips and Tricks

API

• askadam.optmisation
• mcmc.optmisation
• mcmc.metropolis_hastings
• mcmc.goodman_weare