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27 search results found

Pyprobml ⭐ 6,066

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Covid19 Dashboard ⭐ 1,645

A site that displays up to date COVID-19 stats, powered by fastpages.

Bayesian Analysis with Python (Second Edition)

Dbda Python ⭐ 543

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

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

PyMC3-like Interface for Pyro

Forecasting 🇫🇷 elections with Bayesian statistics 🥳

Embracinguncertainty ⭐ 24

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

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.

Distribution Cheatsheet ⭐ 20

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

Intro_to_pymc3 ⭐ 16

Short introduction to Bayesian statistical modelling with PyMC3

Bayesian Modeling ⭐ 9

Case studies with Bayesian methods

Colab Notebooks ⭐ 9

Colab notebooks exploring different Machine Learning topics.

Python & Julia port of codes in excellent R books

Bodywork Pymc3 Project ⭐ 8

Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork

Following "Doing Bayesian Data Analysis", in python

Bayesian_intro ⭐ 5

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

Advanced Statistics ⭐ 5

Source code for the module "Advanced Statistics" 📊

Pymc Advi Hmc Demo ⭐ 5

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

Maelstrom ⭐ 5

Forward modelling of pulsating stars in binaries

Statistical Rethinking ⭐ 5

Solutions to some of the problems in "Statistical Rethinking"

Dashboards ⭐ 5

Electoral forecasting dashboards

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