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BayesFlow
Examples
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
Public API: bayesflow package
bayesflow.benchmarks package
bayesflow.benchmarks.bernoulli_glm module
bayesflow.benchmarks.bernoulli_glm_raw module
bayesflow.benchmarks.gaussian_linear module
bayesflow.benchmarks.gaussian_linear_uniform module
bayesflow.benchmarks.gaussian_mixture module
bayesflow.benchmarks.inverse_kinematics module
bayesflow.benchmarks.lotka_volterra module
bayesflow.benchmarks.sir module
bayesflow.benchmarks.slcp module
bayesflow.benchmarks.slcp_distractors module
bayesflow.benchmarks.two_moons module
bayesflow.amortizers module
bayesflow.attention module
bayesflow.coupling_networks module
bayesflow.diagnostics module
bayesflow.inference_networks module
bayesflow.losses module
bayesflow.networks module
bayesflow.sensitivity module
bayesflow.simulation module
bayesflow.summary_networks module
bayesflow.trainers module
bayesflow.configuration module
bayesflow.default_settings module
bayesflow.computational_utilities module
bayesflow.helper_classes module
bayesflow.helper_functions module
bayesflow.helper_networks module
bayesflow.exceptions module
bayesflow.mcmc module
bayesflow.version module
bayesflow.wrappers module
bayesflow.experimental package
bayesflow.experimental.rectifiers module
Full Installation Instructions
Contributing to BayesFlow
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