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  • BayesFlow
  • Examples
  • Public API: bayesflow package
  • Full Installation Instructions
  • About us
  • GitHub
  • Discourse Forum

Section Navigation

  • 1. Quickstart: Amortized Posterior Estimation
  • 2. Two Moons: Tackling Bimodal Posteriors
  • 3. Detecting Model Misspecification in Amortized Posterior Inference
  • 4. Principled Amortized Bayesian Workflow for Cognitive Modeling
  • 5. Posterior Estimation for ODEs
  • 6. Posterior Estimation for SIR-like Models
  • 7. Model Comparison for Cognitive Models
  • 8. Hierarchical Model Comparison for Cognitive Models
  • Examples

Examples#

This page contains tutorial notebooks for BayesFlow, ranging from toy models to more complex applied modeling scenarios. The corresponding Jupyter Notebooks are available here.

  • 1. Quickstart: Amortized Posterior Estimation
  • 2. Two Moons: Tackling Bimodal Posteriors
  • 3. Detecting Model Misspecification in Amortized Posterior Inference
  • 4. Principled Amortized Bayesian Workflow for Cognitive Modeling
  • 5. Posterior Estimation for ODEs
  • 6. Posterior Estimation for SIR-like Models
  • 7. Model Comparison for Cognitive Models
  • 8. Hierarchical Model Comparison for Cognitive Models

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1. Quickstart: Amortized Posterior Estimation

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