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32 search results found

Doing_bayesian_data_analysis ⭐ 799

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

Bayesian Analysis with Python (Second Edition)

Machinelearning ⭐ 146

Course on Machine Learning and Statistical data Analysis with book at https://compphysics.github.io/MachineLearning/doc/ 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.

Doing Bayesian Data Analysis In Brms And The Tidyverse ⭐ 128

The bookdown version lives here: https://bookdown.org/content/3686

Bayesfactor ⭐ 124

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

Bayesian Cognitive Modeling In Pymc3 ⭐ 90

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

Pymc Example Project ⭐ 87

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

Bayesdataanalysiswithpymc ⭐ 64

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

Dbda2estan ⭐ 63

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

Bayesian Basics ⭐ 61

🚫 ↩️ A document that introduces Bayesian data analysis.

Dirichletprocess ⭐ 53

Build dirichletprocess objects for data analysis

MCMC package for Bayesian data analysis

Bayesicfitting ⭐ 44

Bayesian fitting package

Bayesian Analysis With Python ⭐ 30

《用Python做贝叶斯分析》

Inference Tools ⭐ 26

Python tools for Bayesian data analysis

A straightforward Bayesian data fitting library

Bayes Course ⭐ 22

An introduction to Bayesian data analysis with Stan (a work in progress)

Iranbourseanalyser ⭐ 20

Python scripts for downloading and analyzing iran bourse (stock exchange) data. اسکریپت پایتون برای دانلود و تحلیل داده های بورس تهران.

Pulsar_timing_school ⭐ 19

Learning material for pulsar timing data analysis

Thunderbayesr ⭐ 15

An R Package for Bayesian Nonparametric Clustering. We plan to implement several models.

Bayesian nonparametric models for python

Bdaecology ⭐ 13

Bayesian Data Analysis in Ecology with R, BUGS, and Stan

Bayes_infotheory ⭐ 12

Lectures on Bayesian statistics and information theory

Bayesian Data Analysis ⭐ 12

Berlin Bayesians' solutions to Bayesian Data Analysis, 3rd edition.

Bayesabtest ⭐ 10

A simple to use AB testing framework that lets anyone perform bayesian data analysis

Bayesian Data Analysis ⭐ 9

An alternative to frequentist inference

Gelman Bayesian Data Analysis ⭐ 7

Notes that I am taking while reading "Bayesian Data Analysis" (2nd Edition) by Gelman, Carlin, Stern, and Rubin

Following "Doing Bayesian Data Analysis", in python

Bda Exercises ⭐ 6

My answer and codes for some exercises in Bayesian Data Analysis (3rd Ed), in IPython Notebook format

Pymc Advi Hmc Demo ⭐ 5

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

Tutorial on Bayesian Statistics using Bayesian Data Analysis 3 (Gelman et.at 2014)

Dbda2e Ja ⭐ 5

「ベイズ統計モデリング―R,JAGS,Stanによるチュートリアル― 原著第2版」のサポートサイト用リポジトリです。

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