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17 search results found

Dbda Python ⭐ 543

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

Exoplanet ⭐ 200

Fast & scalable MCMC for all your exoplanet needs!

Glmm In Python ⭐ 114

Generalized linear mixed-effect model in Python

Pymc3_vs_pystan ⭐ 105

Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation video: https://www.youtube.com/watch?v=Jb9eklfbDyg

Bayesian Cognitive Modeling In Pymc3 ⭐ 90

PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course

Pymc Example Project ⭐ 87

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

Covid19_inference ⭐ 71

Bayesian python toolbox for inference and forecast of the spread of the Coronavirus

Planet_sakaar_data_science ⭐ 53

A colourful collection of codes and notebooks, like Planet Sakaar

Embracinguncertainty ⭐ 24

Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"

Forecasting 🇫🇷 elections with Bayesian statistics 🥳

Pymc Stochastic Process ⭐ 22

Demonstrating the benefits of using Bayesian Inference and PYMC3 for estimating the parameters of stochastic processes commonly used in quantitative finance.

Bayesian Modeling ⭐ 9

Case studies with Bayesian methods

Bodywork Pymc3 Project ⭐ 8

Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork

Bayesian Gene Heritability Analysis from GWAS summary statistics

Bayesian_intro ⭐ 5

Self-study materials to give you an introduction to Bayesian inference with python

Maelstrom ⭐ 5

Forward modelling of pulsating stars in binaries

Pymc Advi Hmc Demo ⭐ 5

Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.

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