Bayesian Analysis with Python (Second Edition)
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Aug 29, 2023 - Jupyter Notebook
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arviz
Here are 19 public repositories matching this topic...
A batteries-included template for Bayesian data analysis projects
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Apr 10, 2024 - HTML
A sphinx primer for ArviZ and PyMC contributors
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Dec 8, 2022 - Python
Simulating the detection of millihertz (mHz) gravitational waves (GWs) from astrophysical sources by a Storage Ring Gravitational-wave Observatory (SRGO).
simulation bayesian-inference gravitational-waves mcmc pymc3 gravitational-simulations synthetic-data gw-astronomy storage-rings arviz gravitational-waveforms sky-map mcmc-analysis gw-data-visualization
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Dec 14, 2023 - Python
Probabilistic programming, Bayesian Thinking, Bayesian Data Analysis and Applications
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Sep 7, 2020 - Jupyter Notebook
Github repo for Bayesian applications in real-world problems. Please visit the webpage:
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Nov 18, 2025 - HTML
Core tools for use on client projects
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May 4, 2026 - Python
Library of voice-triggered code snippets for arviz using Voice In Jupyter Notebooks
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Aug 8, 2024
Pi Day with PyLadies || How to Contribute to Open Source Projects & Networking @ Verizon Digital Media Services
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May 14, 2019
Modeling a 1-armed bandit with pystan.
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Sep 9, 2020 - Jupyter Notebook
Production-grade Bayesian A/B testing framework with interactive Streamlit dashboard. Built with PyMC, ArviZ for analyzing mobile game experiments (Cookie Cats dataset).
python data-science machine-learning dashboard pymc ab-testing mcmc bayesian-statistics arviz streamlit
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Oct 27, 2025 - Python
Hierarchical Bayesian evaluation of LLM/VLM outputs — posterior credible intervals & partial pooling over any eval's item-level scores (Bambi/PyMC).
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Jun 11, 2026 - Python
Reproducible Bayesian hierarchical evidence synthesis of mortality outcomes across beta-blocker trials, with heterogeneity assessment, prior sensitivity, posterior diagnostics, and partial pooling.
python reproducible-research biostatistics pymc clinical-trials arviz evidence-synthesis hierarchical-modeling bayesian-meta-analysis treatment-effectiveness
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Jun 13, 2026 - Jupyter Notebook
Statistical analysis of putting data using cookiecutter-cmdstanpy-analysis.
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May 16, 2022 - Jupyter Notebook
Complete Bayesian statistics course with modules, labs, assignments, datasets, and GitHub Pages site.
education data-science statistics course pymc probabilistic-programming bayesian-statistics research-methods arviz
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May 18, 2026 - HTML
BaPPI is a Bayesian inference engine that simulates and analyses real estate data to determine whether property prices are driven by owners or external agents, using hierarchical modelling and probabilistic model comparison.
real-estate python data-science numpy pandas scipy pymc probabilistic-programming bayesian-inference london statsmodels hierarchical-bayesian-analysis sequential-monte-carlo model-comparison synthetic-data housing-market urban-economics arviz quantitative-research market-simulation
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Jun 12, 2026 - Jupyter Notebook
Bayesian group comparison models using Gaussian and Gamma likelihoods with hierarchical partial pooling in PyMC.
python statistical-inference pymc bayesian hierarchical-models statistical-models gamma-distribution arviz bayesian-modelling posterior-inference
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Mar 11, 2026 - Jupyter Notebook
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