Repositories list

• bayesflow

  Public
  A Python library for efficient Bayesian modeling with deep learning

  deep-learningneural-networksbayesian-statistics+ 5

  deep-learningneural-networksbayesian-statisticscomputational-modelinggenerative-modelsamortized-inferencesimulation-based-inferencegenerative-ai

  Python

  •

  MIT License

  •8282 forks•662662 stars•2222 issues•1717 pull requests•Updated May 5, 2026May 5, 2026

• bf2-paper-case-study

  Public
  Supplemental materials for the BayesFlow 2.0 paper at the Journal of Statistical Software

  Python

  •00 forks•00 stars•00 issues•00 pull requests•Updated May 4, 2026May 4, 2026

• bayesflow_workshops

  Public
  Contains environment and workshop materials for BayesFlow workshops.

  Jupyter Notebook

  •00 forks•22 stars•00 issues•00 pull requests•Updated Apr 20, 2026Apr 20, 2026

• bayesflow-workshop-quant-psych

  Public
  Materials for teaching BayesFlow

  Jupyter Notebook

  •

  Other

  •11 fork•22 stars•00 issues•00 pull requests•Updated Apr 8, 2026Apr 8, 2026

• diffusion-experiments

  Public
  Hosts the experimental results for our review on diffusion models in SBI

  diffusion-modelsconsistency-modelssimulation-based-inference+ 1

  diffusion-modelsconsistency-modelssimulation-based-inferenceflow-matching

  HTML

  •44 forks•77 stars•00 issues•00 pull requests•Updated Feb 14, 2026Feb 14, 2026

• hierarchical-abi

  Public
  Compositional Amortized Inference for Large-Scale Hierarchical Bayesian Models

  hierarchical-modelscompositionalityamortized-inference+ 1

  hierarchical-modelscompositionalityamortized-inferencesimulation-based-inference

  Jupyter Notebook

  •00 forks•00 stars•00 issues•00 pull requests•Updated Jan 29, 2026Jan 29, 2026

• self-consistency-real

  Public
  Repository for the paper "Robust Amortized Bayesian Inference with Self-consistency Losses on Unlabeled Data".

  Jupyter Notebook

  •00 forks•00 stars•00 issues•00 pull requests•Updated Jan 27, 2026Jan 27, 2026

• awesome-amortized-inference

  Public
  This is a community-driven collection of resources around amortized inference.

  awesomebayesian-inferenceuncertainty-quantification+ 3

  awesomebayesian-inferenceuncertainty-quantificationinverse-problemsawesome-listsamortized-inference

  TeX

  •

  Creative Commons Zero v1.0 Universal

  •44 forks•6666 stars•55 issues•00 pull requests•Updated Jan 22, 2026Jan 22, 2026

• NPE-UDA

  Public
  Contains the code accompanying the paper "Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? A Systematic Evaluation".

  Jupyter Notebook

  •00 forks•22 stars•00 issues•00 pull requests•Updated Sep 26, 2025Sep 26, 2025

• hssm-bayesflow-workshop

  Public
  Repository for the MathPsych 2025 workshop on the HSSM-BayesFlow workflow

  Jupyter Notebook

  •

  MIT License

  •11 fork•55 stars•00 issues•00 pull requests•Updated Jul 31, 2025Jul 31, 2025

• Selective-SSM

  Public
  Experimental exploration of applying Selective State Space Model (S-SSM) architectures within Amortized Bayesian Inference workflows

  Jupyter Notebook

  •

  MIT License

  •00 forks•11 star•00 issues•00 pull requests•Updated Mar 25, 2025Mar 25, 2025

• Non-Stationary-DDM-Validation

  Public
  Contains the code and data for reproducing the results of the paper "Validation and Comparison of Non-Stationary Cognitive Models: A Diffusion Model Application…

  Jupyter Notebook

  •

  MIT License

  •11 fork•66 stars•00 issues•00 pull requests•Updated Dec 3, 2024Dec 3, 2024

• self-consistency-abi

  Public
  Jupyter Notebook

  •11 fork•11 star•00 issues•00 pull requests•Updated Nov 15, 2024Nov 15, 2024

• consistency-model-posterior-estimation

  Public
  Jupyter Notebook

  •00 forks•44 stars•00 issues•00 pull requests•Updated Nov 4, 2024Nov 4, 2024

• SA-ABI

  Public
  Contains the code accompanying the paper "Sensitivity-Aware Amortized Bayesian Inference".

  Jupyter Notebook

  •

  MIT License

  •00 forks•44 stars•00 issues•00 pull requests•Updated Aug 26, 2024Aug 26, 2024

• Hierarchical-Model-Comparison

  Public
  Code accompanying the paper "A Deep Learning Method for Comparing Bayesian Hierarchical Models".

  Jupyter Notebook

  •

  MIT License

  •22 forks•88 stars•00 issues•00 pull requests•Updated Nov 23, 2023Nov 23, 2023

• JANA-Paper

  Public
  Contains the code accompanying the paper "JANA: Jointly Amortized Neural Approximation of Complex Bayesian Models"

  Jupyter Notebook

  •

  MIT License

  •00 forks•99 stars•00 issues•00 pull requests•Updated Aug 25, 2023Aug 25, 2023

• Neural-Superstatistics

  Public
  Contains the code for reproducing the experiments and results of the paper "Neural Superstatistics: A Bayesian Method for Estimating Dynamic Models of Cognition…

  Jupyter Notebook

  •

  MIT License

  •00 forks•1414 stars•00 issues•00 pull requests•Updated Aug 18, 2023Aug 18, 2023