Contents Menu Expand Light mode Dark mode Auto light/dark, in light mode Auto light/dark, in dark mode Skip to content
PyAutoFit
PyAutoFit

Overview:

  • The Basics
  • Scientific Workflow
  • Statistical Methods

Cookbooks:

  • Model
  • Analysis
  • Search
  • Results
  • Samples
  • Configs
  • Multiple Datasets
  • Multi Level Model

Features:

  • Graphical Models
  • Model Interpolation
  • Search Chaining
  • Search Grid-Search
  • Sensitivity Mapping

Installation:

  • Overview
  • Installation with conda
  • Installation with pip
  • Building From Source
  • Troubleshooting

General:

  • Workspace Tour
  • Configs
  • Road Map
  • Software
  • Citations & References
  • Credits

Science Examples:

  • Astronomy

API Reference:

  • Models
    • autofit.Model
    • autofit.Collection
  • Priors
    • autofit.UniformPrior
    • autofit.GaussianPrior
    • autofit.LogUniformPrior
    • autofit.LogGaussianPrior
  • Analysis
    • autofit.Analysis
  • Non-Linear Searches
    • autofit.DynestyDynamic
    • autofit.DynestyStatic
    • autofit.Emcee
    • autofit.Zeus
    • autofit.BFGS
    • autofit.LBFGS
    • autofit.DirectoryPaths
    • autofit.DatabasePaths
    • autofit.Result
    • autofit.InitializerBall
    • autofit.InitializerPrior
    • autofit.AutoCorrelationsSettings
    • autofit.SearchGridSearch
    • autofit.GridSearchResult
  • Plotters
  • Samples
    • autofit.Samples
    • autofit.SamplesPDF
    • autofit.SamplesMCMC
    • autofit.SamplesNest
    • autofit.SamplesStored
  • Database
    • autofit.Aggregator
  • Source Code
    • autofit.ModelMapper
    • autofit.ModelInstance
Back to top

Credits#

Developers:

Richard Hayes - Lead developer

James Nightingale - Lead developer

Matthew Griffiths - Graphical models guru

Next
Astronomy
Previous
Citations & References
Copyright © 2025, James Nightingale, Richard Hayes
Made with Sphinx and @pradyunsg's Furo
Last updated on May 06, 2026