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15 search results found

Bayesian Analysis with Python (Second Edition)

Dbda Python ⭐ 543

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

Pymc Learn ⭐ 151

pymc-learn: Practical probabilistic machine learning 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.

Pymc3 Hmm ⭐ 72

Hidden Markov models in PyMC3

Planet_sakaar_data_science ⭐ 53

A colourful collection of codes and notebooks, like Planet Sakaar

PyMC3-like Interface for Pyro

Python_for_bayes ⭐ 23

「Pythonによるベイズ統計学入門」の正誤表とPythonコード

Intro_to_pymc3 ⭐ 16

Short introduction to Bayesian statistical modelling with PyMC3

Baker Bayesian Analysis In Docker ⭐ 6

Baker Project: Dockerfile for Bayesian Analysis

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.

Statistical Rethinking ⭐ 5

Solutions to some of the problems in "Statistical Rethinking"

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