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22 search results found

Covid19 Dashboard ⭐ 1,645

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

Bayesian Analysis with Python (Second Edition)

Pymc Learn ⭐ 151

pymc-learn: Practical probabilistic machine learning in Python

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

Covid19_inference ⭐ 71

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

Lifestyles ⭐ 39

Work-In-Progress: conjoint analysis in Python

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

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)

Fenics Pymc3 ⭐ 19

Differentiable interface to FEniCS for PyMC3

Bayesian Modeling ⭐ 9

Case studies with Bayesian methods

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

Double Fusion ⭐ 6

A Bayesian Double Fusion Model for Resting-State Brain Connectivity Using Joint Functional and Structural Data

Bayesian Gene Heritability Analysis from GWAS summary statistics

Advanced Statistics ⭐ 5

Source code for the module "Advanced Statistics" 📊

Dashboards ⭐ 5

Electoral forecasting dashboards

Statistical Rethinking ⭐ 5

Solutions to some of the problems in "Statistical Rethinking"

Pymc Advi Hmc Demo ⭐ 5

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

Bayesian_intro ⭐ 5

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

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