BayesFlow (bayesflow-org)

BayesFlow

bayesflow-org

Geek Repo

An organization for applications and extensions of amortized Bayesian inference.

Location:Germany

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BayesFlow's repositories

Neural-Superstatistics

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

Language:Jupyter NotebookLicense:MITStargazers:10Issues:4Issues:0

JANA-Paper

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

Language:Jupyter NotebookLicense:MITStargazers:7Issues:3Issues:0

Hierarchical-Model-Comparison

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

Language:Jupyter NotebookLicense:MITStargazers:6Issues:0Issues:0

Non-Stationary-DDM-Validation

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

Language:Jupyter NotebookLicense:MITStargazers:1Issues:0Issues:0