pymc3
There are 142 repositories under pymc3 topic.
probml/pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
github/covid19-dashboard
A site that displays up to date COVID-19 stats, powered by fastpages.
JWarmenhoven/DBDA-python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
aloctavodia/BAP
Bayesian Analysis with Python (Second Edition)
pymc-learn/pymc-learn
pymc-learn: Practical probabilistic machine learning in Python
exoplanet-dev/exoplanet
Fast & scalable MCMC for all your exoplanet needs!
junpenglao/GLMM-in-Python
Generalized linear mixed-effect model in Python
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
AlexIoannides/pymc-example-project
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
AmpersandTV/pymc3-hmm
Hidden Markov models in PyMC3
junpenglao/Bayesian-Cognitive-Modeling-in-Pymc3
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course
Priesemann-Group/covid19_inference
Bayesian python toolbox for inference and forecast of the spread of the Coronavirus
jgoerner/distribution-cheatsheet
📈📄👀A lookup repo for a variety of discrete and continuous distributions (incl. Beta, Binomial, Cauchy, Chi-squared, Geometric, Hypergeometric, Normal & Poisson)
junpenglao/Planet_Sakaar_Data_Science
A colourful collection of codes and notebooks, like Planet Sakaar
CamDavidsonPilon/lifestyles
Work-In-Progress: conjoint analysis in Python
AlexIoannides/pymc-stochastic-process
Bayesian Inference and parameter estimation in quant finance.
pollsposition/models
Forecasting 🇫🇷 elections with Bayesian statistics 🥳
suriyadeepan/pm-pyro
PyMC3-like Interface for Pyro
MikeS96/bayes_statististics
Bayesian Statistics MOOC by Coursera - Solutions in Python
elizavetasemenova/EmbracingUncertainty
Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"
nakatsuma/python_for_bayes
「Pythonによるベイズ統計学入門」の正誤表とPythonコード
IvanYashchuk/fenics-pymc3
Differentiable interface to FEniCS for PyMC3
narviis/bayesian-abtests-examples
Bayesian AB Tests Examples
JackCaster/Intro_to_PyMC3
Short introduction to Bayesian statistical modelling with PyMC3
martin-fabbri/colab-notebooks
Colab notebooks exploring different Machine Learning topics.
moeyensj/atm
Asteroid Thermal Modeling
olivierzach/bayesian-marketing-attribution
Marketing attribution using Bayesian credible sets and regression methods
AlexIoannides/pymc-advi-hmc-demo
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
bodywork-ml/bodywork-pymc3-project
Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork
wangruinju/Double-Fusion
A bayesian approach to examining default mode network functional connectivity and cognitive performance in major depressive disorder
shkr/bayesian_regression
Bayesian Regression Models using pymc3
dizcza/MCMC_BinaryNet
Markov Chain Monte Carlo binary network optimization
jgoerner/advanced-statistics
Source code for the module "Advanced Statistics" 📊
petrushev/bayesian-modeling
Case studies with Bayesian methods
pymc-learn/pymc-learn-book
Book: Practical Probabilistic Machine Learning in Python
smmalik98/MMM-PyMC3-Marketing
Marketing Mixed Modelling using PyMC3-Marketing