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bayesflow

An organization for applications and extensions of amortized Bayesian inference.

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  1. bayesflow bayesflow Public

    A Python library for efficient Bayesian modeling with deep learning

    Python 641 79

  2. awesome-amortized-inference awesome-amortized-inference Public

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

    TeX 60 4

  3. Neural-Superstatistics 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 14

  4. JANA-Paper JANA-Paper Public

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

    Jupyter Notebook 9

  5. Hierarchical-Model-Comparison Hierarchical-Model-Comparison Public

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

    Jupyter Notebook 7 2

  6. Non-Stationary-DDM-Validation 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 7 1

Repositories

Showing 10 of 18 repositories
  • bayesflow Public

    A Python library for efficient Bayesian modeling with deep learning

    bayesflow-org/bayesflow’s past year of commit activity
    Python 641 MIT 79 26 (6 issues need help) 14 Updated Feb 27, 2026
  • diffusion-experiments Public

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

    bayesflow-org/diffusion-experiments’s past year of commit activity
    HTML 3 4 0 0 Updated Feb 14, 2026
  • bf2-paper-case-study Public

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

    bayesflow-org/bf2-paper-case-study’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Feb 6, 2026
  • hierarchical-abi Public

    Compositional Amortized Inference for Large-Scale Hierarchical Bayesian Models

    bayesflow-org/hierarchical-abi’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jan 29, 2026
  • self-consistency-real Public

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

    bayesflow-org/self-consistency-real’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Jan 27, 2026
  • awesome-amortized-inference Public

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

    bayesflow-org/awesome-amortized-inference’s past year of commit activity
    TeX 60 CC0-1.0 4 5 0 Updated Jan 22, 2026
  • bayesflow_workshops Public

    Contains environment and workshop materials for BayesFlow workshops.

    bayesflow-org/bayesflow_workshops’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Nov 11, 2025
  • NPE-UDA Public

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

    bayesflow-org/NPE-UDA’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Sep 26, 2025
  • hssm-bayesflow-workshop Public

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

    bayesflow-org/hssm-bayesflow-workshop’s past year of commit activity
    Jupyter Notebook 5 MIT 1 0 0 Updated Jul 31, 2025
  • bayesflow-workshop-quant-psych Public

    Materials for teaching BayesFlow

    bayesflow-org/bayesflow-workshop-quant-psych’s past year of commit activity
    Jupyter Notebook 1 1 0 0 Updated Mar 31, 2025
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