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 11
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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".
Jupyter Notebook 6
Repositories
- Selective-SSM Public
Experimental exploration of applying Selective State Space Model (S-SSM) architectures within Amortized Bayesian Inference workflows
- 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".
- self-consistency-abi Public
- awesome-amortized-inference Public
This is a community-driven collection of resources around amortized inference.
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- Hierarchical-Model-Comparison Public
Code accompanying the paper "A Deep Learning Method for Comparing Bayesian Hierarchical Models".
- JANA-Paper Public
Contains the code accompanying the paper "JANA: Jointly Amortized Neural Approximation of Complex Bayesian Models"
- 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".