psiphy

Getting started

  • Installation
  • Quickstart

Tutorials

  • Tutorials
    • Toy Models Overview
    • MCMC sampling and priors
    • Nested sampling and Bayesian evidence
    • Importance Sampling and SMC
    • Likelihood-free inference
    • Fisher Matrix Forecasting with psiphy
    • Posterior Diagnostics Tutorial

API Reference

  • psiphy.utils
  • psiphy.sbi
  • psiphy.mcmc
  • psiphy.forecasting
  • psiphy.plotting
  • psiphy.toy_models

Project

  • Contributing and support
psiphy
  • Tutorials
  • View page source

Tutorials

Getting started

  • Toy Models Overview

Inference

  • MCMC sampling and priors
  • Nested sampling and Bayesian evidence
  • Importance Sampling and SMC
  • Likelihood-free inference

Forecasting and diagnostics

  • Fisher Matrix Forecasting with psiphy
  • Posterior Diagnostics Tutorial
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