🚫 ↩️ A document that introduces Bayesian data analysis.

Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
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Doing_bayesian_data_analysis | 799 | 3 years ago | 1 | Jupyter Notebook | ||||||

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke | ||||||||||

Bap | 578 | a year ago | 9 | mit | Jupyter Notebook | |||||

Bayesian Analysis with Python (Second Edition) | ||||||||||

Machinelearning | 146 | 8 months ago | 7 | cc0-1.0 | ||||||

Course on Machine Learning and Statistical data Analysis with book at https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/intro.html. Contains Linear and Logistic Regression, Neural Networks and Deep Learning methods, Decision Trees, Random forests, Boosting methods and other ensemble methods, support vector machines and central unsupervised learning algorithms. | ||||||||||

Bayesfactor | 124 | 20 | 34 | 10 months ago | 29 | December 01, 2023 | 27 | R | ||

BayesFactor R package for Bayesian data analysis with common statistical models. | ||||||||||

Bayesian Cognitive Modeling In Pymc3 | 90 | 7 years ago | Jupyter Notebook | |||||||

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

Pymc Example Project | 87 | 6 years ago | Jupyter Notebook | |||||||

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

Bayesdataanalysiswithpymc | 64 | 7 years ago | 1 | mit | Python | |||||

Python (PyMC) adaptation of the R code from "Doing Bayesian Data Analysis" | ||||||||||

Dbda2estan | 63 | 7 years ago | R | |||||||

Stan implementations of models in Doing Bayesian Data Analysis, 2nd Edition | ||||||||||

Bayesian Basics | 61 | 3 years ago | other | Stan | ||||||

:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis. | ||||||||||

Dirichletprocess | 53 | 2 | a year ago | 9 | August 25, 2023 | 6 | R | |||

Build dirichletprocess objects for data analysis |

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