bayesflow
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awesome-amortized-inference
awesome-amortized-inference PublicThis is a community-driven collection of resources around amortized inference.
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Neural-Superstatistics
Neural-Superstatistics PublicContains the code for reproducing the experiments and results of the paper "Neural Superstatistics: A Bayesian Method for Estimating Dynamic Models of Cognition".
Jupyter Notebook 12
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JANA-Paper
JANA-Paper PublicContains the code accompanying the paper "JANA: Jointly Amortized Neural Approximation of Complex Bayesian Models"
Jupyter Notebook 8
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Hierarchical-Model-Comparison
Hierarchical-Model-Comparison PublicCode accompanying the paper "A Deep Learning Method for Comparing Bayesian Hierarchical Models".
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Non-Stationary-DDM-Validation
Non-Stationary-DDM-Validation PublicContains the code and data for reproducing the results of the paper "Validation and Comparison of Non-Stationary Cognitive Models: A Diffusion Model Application".
Repositories
- bayesflow Public
A Python library for amortized Bayesian workflows using generative neural networks.
bayesflow-org/bayesflow’s past year of commit activity - 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 - Selective-SSM Public
Experimental exploration of applying Selective State Space Model (S-SSM) architectures within Amortized Bayesian Inference workflows
bayesflow-org/Selective-SSM’s past year of commit activity - 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".
bayesflow-org/Non-Stationary-DDM-Validation’s past year of commit activity - self-consistency-abi Public
bayesflow-org/self-consistency-abi’s past year of commit activity - 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 - SA-ABI Public
Contains the code accompanying the paper "Sensitivity-Aware Amortized Bayesian Inference".
bayesflow-org/SA-ABI’s past year of commit activity
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