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pymc3

Here are 133 public repositories matching this topic...

probml / pyprobml

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

machine-learning tensorflow pytorch colab pml probabilistic-programming flax jupyter-notebooks pymc3 pyro jax numpyro blackjax

Updated Nov 26, 2022
Jupyter Notebook

covid19-dashboard

github / covid19-dashboard

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

python github-pages data-science jupyter analytics nteract data-visualisation matplotlib pymc3 fastai altair papermill github-actions covid-19 covid19 covid-data fastpages

Updated Nov 22, 2022
Jupyter Notebook

JWarmenhoven / DBDA-python

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

probabilistic-programming bayesian-inference mcmc pymc3 bayesian-data-analysis hierarchical-models kruschke

Updated Aug 13, 2021
Jupyter Notebook

aloctavodia / BAP

Bayesian Analysis with Python (Second Edition)

python data-visualization data-analysis pymc3 errata bayesian-analysis arviz

Updated Nov 30, 2021
Jupyter Notebook

pymc-learn / pymc-learn

pymc-learn: Practical probabilistic machine learning in Python

scikit-learn pymc3 pymc4

Updated Jan 24, 2021
Python

exoplanet-dev / exoplanet

Fast & scalable MCMC for all your exoplanet needs!

time-series astronomy exoplanets astrophysics bayesian-inference mcmc exoplanet-transits pymc3 gaussian-processes time-series-analysis exoplanet exoplanet-radial-velocities

Updated Oct 24, 2022
Python

junpenglao / GLMM-in-Python

Generalized linear mixed-effect model in Python

statistics bayesian-inference linear-mixed-models pymc3 glmm

Updated Aug 17, 2018
Jupyter Notebook

jonsedar / pymc3_vs_pystan

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=Jb9eklfbDyg

bayesian-methods bayesian-inference pymc3 hierarchical-models pystan

Updated May 22, 2016
Jupyter Notebook

AlexIoannides / pymc-example-project

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

python data-science machine-learning numpy scikit-learn pandas probabilistic-programming bayesian-inference pymc3 bayesian-data-analysis

Updated Feb 21, 2019
Jupyter Notebook

junpenglao / Bayesian-Cognitive-Modeling-in-Pymc3

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

data-science statistics bayesian-methods data-analysis bayesian-inference pymc3

Updated Nov 13, 2017
Jupyter Notebook

AmpersandTV / pymc3-hmm

Hidden Markov models in PyMC3

hmm bayesian pymc3 ffbs

Updated Apr 29, 2022
Python

Priesemann-Group / covid19_inference

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

python inference pymc3 covid-19 bayesian-python-toolbox

Updated Nov 15, 2022
Jupyter Notebook

junpenglao / Planet_Sakaar_Data_Science

A colourful collection of codes and notebooks, like Planet Sakaar

data-science bayesian-inference pymc3

Updated Aug 25, 2022
Jupyter Notebook

CamDavidsonPilon / lifestyles

Sponsor

Work-In-Progress: conjoint analysis in Python

statistics survey pymc3 conjoint-analysis

Updated Apr 29, 2018
Python

AlexIoannides / pymc-stochastic-process

Demonstrating the benefits of using Bayesian Inference and PYMC3 for estimating the parameters of stochastic processes commonly used in quantitative finance.

python probabilistic-programming bayesian-inference quantitative-finance pymc3 stochastic-processes risk-modelling

Updated Feb 18, 2019
Jupyter Notebook

suriyadeepan / pm-pyro

PyMC3-like Interface for Pyro

probabilistic-programming pymc3 pyro

Updated Dec 1, 2019
Jupyter Notebook

jgoerner / distribution-cheatsheet

📈

📄

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

python distribution statistics lookup bayes poisson pymc3 characteristics cauchy chi-square geometric normal random-variables distribution-cheatsheet

Updated Jan 23, 2018
Jupyter Notebook

pollsposition / models

Forecasting 🇫🇷 elections with Bayesian statistics 🥳

time-series survey-data bayesian-inference pymc3 gaussian-processes bayesian-statistics polling-data electoral-forecasting-models

Updated Apr 12, 2022
Jupyter Notebook

elizavetasemenova / EmbracingUncertainty

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

julia-language bayesian-inference stan pymc3 turinglang amld2020

Updated May 11, 2022
Jupyter Notebook

thibalbo / bayesian-abtests-examples

Bayesian AB Tests Examples

bayesian-inference pymc3 abtest

Updated Apr 25, 2022
Jupyter Notebook

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