Fully and Partially Bayesian Neural Nets
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Updated
Apr 30, 2025 - Python
Fully and Partially Bayesian Neural Nets
A multiverse of Prophet models for timeseries
Estimating time trees from very large phylogenies
The missing layers package for Bayesian inference
Efficient library for spectral analysis in high-energy astrophysics.
Probabilistic deep learning using JAX
My implementation of John K. Kruschke's Doing Bayesian Data Analysis 2nd edition using Python and Numpyro.
Hierarchical Bayesian estimation of MEP recruitment curves
Mixture regression models for NumPyro.
Very easy Bayesian regression.
Oxford MSc thesis. variational autoencoder combined with graph convolutional networks for learning locally-aware spatial prior distributions
Build, fit, and sample from cognitive models with JAX + NumPyro.
Repo for course CSC2558: "Intelligent Adaptive Interventions" project in nonstationary contextual bandits.
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