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18 search results found

Bayesian Stats Modelling Tutorial ⭐ 601

How to do Bayesian statistical modelling using numpy and PyMC3

Dbda Python ⭐ 543

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

Pythonmcmc ⭐ 119

A list of Python-based MCMC & ABC packages

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

Awesome Bayes ⭐ 98

List of resources for bayesian inference

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.

Bayesian dessert for Lasagne

Planet_sakaar_data_science ⭐ 53

A colourful collection of codes and notebooks, like Planet Sakaar

A web interface for exploring PyMC3 traces

Toolbox for non-linear calibration modeling.

Pymc3_euss ⭐ 21

Course in Probabilistic Programming in Python for the 2018 EU Summer School

Probabilistic Programming And Bayesian Methods For Hackers ⭐ 17

Clone of book Probabilistic Programming and Bayesian Methods for Hackers by CamDavidsonPilon

Probablytensorflow ⭐ 9

A tutorial on Bayesian Inference with Tensorflow Probability

Scalable Bayesian Modelling: A comparison

Bayesian With Python ⭐ 6

프로그래머를 위한 베이지안 with 파이썬

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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