pymc3

#计算机科学#Python code for "Probabilistic Machine learning" book by Kevin Murphy

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

Bayesian Analysis with Python (Second Edition)

pymc-learn: Practical probabilistic machine learning in Python

#时序数据库#Fast & scalable MCMC for all your exoplanet needs!

Generalized linear mixed-effect model in Python

Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation/30/ video: https://www.youtube.com/watch?v=Jb9eklfbDy...

#计算机科学#Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

Hidden Markov models in PyMC3

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

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

📈📄👀A lookup repo for a variety of discrete and continuous distributions (incl. Beta, Binomial, Cauchy, Chi-squared, Geometric, Hypergeometric, Normal & Poisson)

A colourful collection of codes and notebooks, like Planet Sakaar

Work-In-Progress: conjoint analysis in Python

#时序数据库#Forecasting 🇫🇷 elections with Bayesian statistics 🥳

Bayesian Inference and parameter estimation in quant finance.

PyMC3-like Interface for Pyro

Bayesian Statistics MOOC by Coursera - Solutions in Python

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