Fully and Partially Bayesian Neural Nets
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Apr 30, 2025 - Python
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numpyro
Here are 14 public repositories matching this topic...
A multiverse of Prophet models for timeseries
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Jun 2, 2025 - Python
Estimating time trees from very large phylogenies
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Jul 21, 2024 - Python
Efficient library for spectral analysis in high-energy astrophysics.
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Jun 2, 2025 - Python
Probabilistic deep learning using JAX
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Feb 8, 2025 - Python
My implementation of John K. Kruschke's Doing Bayesian Data Analysis 2nd edition using Python and Numpyro.
probabilistic-programming bayesian-inference mcmc bayesian-data-analysis hierarchical-models kruschke dbda2e numpyro
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Apr 23, 2024 - Python
Very easy Bayesian regression.
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Dec 25, 2020 - Python
Mixture regression models for NumPyro.
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May 14, 2024 - Python
Oxford MSc thesis. variational autoencoder combined with graph convolutional networks for learning locally-aware spatial prior distributions
python machine-learning deep-learning networkx gaussian-processes haiku variational-autoencoder jax graph-neural-network numpyro optax jraph
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Apr 16, 2023 - Python
Build, fit, and sample from cognitive models with JAX + NumPyro.
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Feb 25, 2025 - Python
Hierarchical Bayesian estimation of MEP recruitment curves
data-science machine-learning bayesian-methods bayesian-inference mathematical-modelling hierarchical-models numpyro evoked-potential
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Jun 5, 2025 - Python
Statistical Inference with JAX.
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Jun 2, 2025 - Python
Repo for course CSC2558: "Intelligent Adaptive Interventions" project in nonstationary contextual bandits.
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Jan 1, 2020 - Python
Parameter estimation for the Compound Poisson Gamma (Tweedie) distribution in NumPyro
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Apr 22, 2025 - Python
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