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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 amortized Bayesian workflows using generative neural networks.

    Python 568 69

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

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

    TeX 42 3

  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 11

  4. JANA-Paper JANA-Paper Public

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

    Jupyter Notebook 8

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

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

    Jupyter Notebook 8 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

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