bayesflow

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1. bayesflow bayesflowPublic

   A Python library for simulation-based inference with deep learning

   Python 754 89

2. awesome-amortized-inference awesome-amortized-inferencePublic

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

   TeX 72 5

3. Neural-Superstatistics Neural-SuperstatisticsPublic

   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 15

4. diffusion-experiments diffusion-experimentsPublic

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

   HTML 12 4

5. JANA-Paper JANA-PaperPublic

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

   Jupyter Notebook 9

6. Hierarchical-Model-Comparison Hierarchical-Model-ComparisonPublic

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

   Jupyter Notebook 9 2