Bayesian Analysis with Python (Second Edition)

A collection of Bayesian data analysis recipes using PyMC3

Bayesian Evolutionary Analysis Sampling Trees

《用Python做贝叶斯分析》

:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.

Fast Bayesian A/B and Multivariate testing.

Python 3.7 version of David Barber's MATLAB BRMLtoolbox

Another A/B test library

Modeling and Bayesian analysis of fluorescence and absorbance assays.

Marketing attribution using Bayesian credible sets and regression methods

A bayesian approach to examining default mode network functional connectivity and cognitive performance in major depressive disorder

Bayesian Analysis for Stellar Evolution

A tool for making AB tests with Mixpanel API

R implementation of the BAPS software for Bayesian Analysis of Population Structure

Key words: Bayesian analysis, Probabilistic programming, Data analysis, Bayesian machine learning... Using Python with its library PyMC3, pandas...

Source code and dataset for Bayesian analysis on Rome olive oil market structure

Workshop to introduce participants to rstanarm and brms.

A Bayesian analysis of polling data and historical voting records to try to predict the outcome of the 2016 U.S. Presidential election.

Using Bayesian Regression for Bitcoin Price Prediction!

Analisi dei voti degli studenti italiani a partire dai dati dell'OECD-Pisa tramite approccio Bayesiano - Analysis of italian students' evaluation of OECD-Pisa dataset with a Bayesian approach

This repository contains the code used to perform the analysis described in the paper "Bayesian evidence for spectral lag transition due to Lorentz Invariance Violation for 32 Fermi/GBM Gamma-ray Bursts" (https://www.sciencedirect.com/science/article/pii/S2214404823000460). The code is written in Python 3.10

Implementation of a Bayesian Network to model probability distributions of several variables pertaining US Universities obtained from US News and World Report.

My notes on "Bayesian Analysis with Python" (edition 2) by Osvaldo Martin.

Bayesian Analysis of Heterogeneous Mediation (BAHM)

Rossman S., Ostrom P.H., Gordon F., and Zipkin E.F. 2016. Beyond carbon and nitrogen: guidelines for estimating three‐dimensional isotopic niche space. Ecology and Evolution 6: 2405-2413.

Homework and projects done in the course CSC591 Algorithms for Data-Guided Business Intelligence (ADBI)

Applies Bayesian techniques for analysing various factors that can influence a UK university's graduate prospects rating from the HESA SFR247 and Complete University Guide table.

BFMeta program

Text Clustering Toolkit for Bayesian Nonparametric Analysis

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