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The Top 13 Jupyter Notebook Bayesian Data Analysis Open Source Projects

Open source projects categorized as Jupyter Notebook Bayesian Data Analysis
Categories > Machine Learning > Bayesian Data Analysis
Categories > Data Processing > Jupyter Notebook
Bda_py_demos ⭐ 851
Bayesian Data Analysis demos for Python
most recent commit 2 years ago
Statistical Rethinking With Python And Pymc3 ⭐ 674
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
most recent commit 6 years ago
Bayesian Stats Modelling Tutorial ⭐ 601
How to do Bayesian statistical modelling using numpy and PyMC3
most recent commit 2 years ago
Dbda Python ⭐ 543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
most recent commit 3 years ago
Bayesian Analysis Recipes ⭐ 510
A collection of Bayesian data analysis recipes using PyMC3
most recent commit 2 years ago
Rethinking Pyro ⭐ 90
Statistical Rethinking with PyTorch and Pyro
most recent commit 4 years ago
Pymc Example Project ⭐ 87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
most recent commit 5 years ago
Dynamichmcexamples.jl ⭐ 37
Examples for Bayesian inference using DynamicHMC.jl and related packages.
most recent commit 5 months ago
Pygtc ⭐ 30
Make a sweet giant triangle confusogram (GTC) plot
dependent packages 2total releases 12most recent commit 6 months agopypi pyGTC} Downloads
Bayesian Modeling ⭐ 9
Case studies with Bayesian methods
most recent commit 10 months ago
Pyselfi ⭐ 7
Simulator Expansion for Likelihood-Free Inference (SELFI): a python implementation
total releases 4most recent commit a year ago
Dbdapy ⭐ 7
Following "Doing Bayesian Data Analysis", in python
most recent commit 3 years ago
Pymc Advi Hmc Demo ⭐ 5
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
most recent commit 5 years ago
The 2 Latest Releases In Jupyter Notebook Bayesian Data Analysis Open Source Projects
Pygtc ⭐ 30
Make a sweet giant triangle confusogram (GTC) plot
dependent packages 2total releases 12latest release October 12, 2023most recent commit 6 months agopypi pyGTC} Downloads
Pyselfi ⭐ 7
Simulator Expansion for Likelihood-Free Inference (SELFI): a python implementation
total releases 4latest release January 27, 2023most recent commit a year ago
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