Repositories list

• bayesflow

  Public
  A Python library for amortized Bayesian workflows using generative neural networks.

  deep-learningneural-networksbayesian-statistics+ 5computational-modelinggenerative-modelsamortized-inferencesimulation-based-inferencegenerative-ai

  Python

  •

  MIT License

  •75•606•21•10•Updated Sep 17, 2025Sep 17, 2025

• hssm-bayesflow-workshop

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

  Jupyter Notebook

  •

  MIT License

  •1•5•0•0•Updated Jul 31, 2025Jul 31, 2025

• bayesflow_workshops

  Public
  Contains environment and workshop materials for BayesFlow workshops.

  Jupyter Notebook

  •0•2•0•0•Updated Jul 21, 2025Jul 21, 2025

• bayesflow-workshop-quant-psych

  Public
  Materials for teaching BayesFlow

  Jupyter Notebook

  •

  Other

  •1•1•0•0•Updated Mar 31, 2025Mar 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

  •0•1•0•0•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

  •1•7•0•0•Updated Dec 3, 2024Dec 3, 2024

• self-consistency-abi

  Public
  Jupyter Notebook

  •1•1•0•0•Updated Nov 15, 2024Nov 15, 2024

• awesome-amortized-inference

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

  awesomebayesian-inferenceuncertainty-quantification+ 3inverse-problemsawesome-listsamortized-inference

  TeX

  •

  Creative Commons Zero v1.0 Universal

  •3•47•5•0•Updated Nov 9, 2024Nov 9, 2024

• consistency-model-posterior-estimation

  Public
  Jupyter Notebook

  •0•3•0•0•Updated Nov 4, 2024Nov 4, 2024

• SA-ABI

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

  Jupyter Notebook

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  MIT License

  •0•5•0•0•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

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  MIT License

  •2•8•0•0•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

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  MIT License

  •0•8•0•0•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

  •0•12•0•0•Updated Aug 18, 2023Aug 18, 2023