numpyro
Here are 24 public repositories matching this topic...
Summary notebook implementing Bayesian Model Averaging with numpyro.
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May 20, 2024 - Jupyter Notebook
Bayesian Analysis in Python (2nd ed.) with Numpyro
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Nov 3, 2021 - Jupyter Notebook
Pretty, easy, flexible Bayesian estimation with data overlay
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Mar 18, 2024 - Jupyter Notebook
Novel technique to fit a target distribution with a class of distributions using SVI (via NumPyro). Unlike standard SVI, our "data" is a distribution rather than a finite collection of samples.
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May 21, 2024 - Jupyter Notebook
Mixture regression models for NumPyro.
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May 14, 2024 - Python
Statistical rethinking by Richard McElreath. Learning notes, code port to PyMC (mainly for MCMC) v5 & Numpyro (mainly for `quap`).
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May 10, 2023 - Jupyter Notebook
Build, fit, and sample from cognitive models with JAX + NumPyro.
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May 14, 2024 - Python
Bayesian inference using sparse gaussian processes from tinygp. Examples include 1D and 2D implementation.
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May 20, 2024 - Jupyter Notebook
Repo for course CSC2558: "Intelligent Adaptive Interventions" project in nonstationary contextual bandits.
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Jan 1, 2020 - Python
Very easy Bayesian regression.
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Dec 25, 2020 - Python
Summary notebooks using derivative gaussian processes with tinygp. We implement a 2D derivative gaussian process and successfully use derivatives to regularize SVI fits with a gaussian process model..
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May 16, 2024 - Jupyter Notebook
Scalable Bayesian Modelling: A comparison
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Mar 28, 2023 - Jupyter Notebook
My implementation of John K. Kruschke's Doing Bayesian Data Analysis 2nd edition using Python and Numpyro.
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Apr 23, 2024 - Python
Tutorials for the 2022 IAIFI Summer School, covering (deep) probabilistic programming with Jax and NumPyro.
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Feb 24, 2023 - Jupyter Notebook
Efficient library for spectral analysis in high-energy astrophysics.
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May 28, 2024 - Python
Probabilistic deep learning using JAX
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Mar 6, 2024 - Python
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