Welcome to Kernelo’s documentation!

Kernelo Kernelo is a python module performing efficient inversion of high-dimensional models within a Bayesian framework using GLLiM (Gaussian Locally-Linear Mapping) model approximation.

Contents:

• Introduction
• User guide
  • Functional Model
  • Data generation
  • Learning model
  • Prediction
  • Importance sampling
• Examples
  • Installation/Usage:
  • Code example

Indices and tables

• Index

• Module Index

• Search Page