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67 search results found

Pgmpy ⭐ 2,551

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

Bayesian Modelling In Python ⭐ 2,202

A python tutorial on bayesian modeling techniques (PyMC3)

Easystats ⭐ 987

🌌 The R easystats-project

Jasp Desktop ⭐ 709

JASP aims to be a complete statistical package for both Bayesian and Frequentist statistical methods, that is easy to use and familiar to users of SPSS

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

A python library for Bayesian time series modeling

ELFI - Engine for Likelihood-Free Inference

A Bayesian Analysis Toolkit in Julia

Bayeslearncourse ⭐ 133

Bayesian Learning course at Stockholm University

Statrethink_course_in_pymc3 ⭐ 119

Statistical Rethinking course in pymc3

Statistical Rethinking ⭐ 114

An interactive online reading of McElreath's Statistical Rethinking

Nsci801 Quantneuro ⭐ 112

NSCI 801 (Queen's U) Quantitative Neuroscience course materials

Psycho.r ⭐ 110

An R package for experimental psychologists

Probflow ⭐ 108

A Python package for building Bayesian models with TensorFlow or PyTorch

Projpred ⭐ 106

Projection predictive variable selection

Tidyposterior ⭐ 102

Bayesian comparisons of models using resampled statistics

A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.

Data_sciences_campaign ⭐ 96

【数据科学家系列课程】

Bayesian Cognitive Modeling In Pymc3 ⭐ 90

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

Business Analytics ⭐ 73

Data Analytics, Statistics, Visualization (R / Python)

🐙 Generalized additive models in Python with a Bayesian twist

Bayesdataanalysiswithpymc ⭐ 64

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

Statistics_notes ⭐ 61

Statistics, data analysis tutorials and learning resources

Binary.com Interview Question ⭐ 57

次元期权应征面试题范例。

Matlabstan ⭐ 54

Matlab interface to Stan, a package for Bayesian inference

Judgyprophet ⭐ 51

Forecasting for knowable future events using Bayesian informative priors (forecasting with judgmental-adjustment).

Companion package for the Coursera Statistics with R specialization

Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python

Bayesforundergrads ⭐ 44

Materials for a workshop on developing undergraduate classes on Bayesian statistics.

Learningbayes ⭐ 44

An introduction to Bayesian statistics

Bayesian multilevel mediation models in R

Sparsebn ⭐ 37

Software for learning sparse Bayesian networks

Cmdstan.jl ⭐ 32

CmdStan.jl v6 provides an alternative, older Julia wrapper to Stan's `cmdstan` executable. CmdStan will be deprecated in 2022.

Intro Stats ⭐ 31

Introductory Workshop to (Bayesian) Statistics

Bayeshmm ⭐ 26

Full Bayesian Inference for Hidden Markov Models

Computational_statistics ⭐ 25

Course materials for Computational Statistics, PhD course at EMAp.

Self-Taught Data Science

Simulatedneuralmoments.jl ⭐ 21

package for Bayesian and classical estimation and inference based on statistics that are filtered through a trained neural net

Bayesian Intro ⭐ 15

Introduction to Bayesian statistics

Madr_rstanarm ⭐ 15

Slides and materials for my talk to the Madison R Users Group (September 21st, 2016)

Bayes_workshop ⭐ 14

A Bayesian model of series convergence using Gaussian sums

Ab Test Calculator ⭐ 11

AB test calculator run through Streamlit

Pythonbrmltoolbox ⭐ 10

Python 3.7 version of David Barber's MATLAB BRMLtoolbox

Bayesabtest ⭐ 10

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

SUFTware: Statistics Using Field Theory

R package for 'Bayesian multivariate analysis of summary statistics' (Stephens Lab)

Machine Learning Lecture Notes ⭐ 9

Lecture notes and codes for machine learning

jfa is an R package that provides statistical methods for auditing. Its functionality and intended workflow are implemented with a graphical user interface in the Audit module of JASP (https://jasp-stats.org), a free and open-source software program for statistical analyses.

Files for the projects in the Coursera Statistics with R specialization.

Bayesian Statistics ⭐ 7

Course material for Bayesian and Modern Statistics, STA601, Duke University, Spring 2015.

Nested_fit ⭐ 7

Bayesian data analysis code for evidence and probability distribution calculation based on nested sampling algorithm

Course_statistics ⭐ 7

Material related to an Introductory Statistics Course

Fake Data For Learning ⭐ 7

Sample interesting fake data for machine and human learning

Bayesian Statistics Project ⭐ 7

Project for the Bayesian Statistics exam at University of Trieste

Goldilocks ⭐ 6

Implement Goldilocks Bayesian adaptive design for time-to-event outcomes using a piecewise exponential distribution.

Machine Learning And Statistics Repos ⭐ 6

Useful list of Machine Learning And Statistics Repositories

Winterconfhemavan2019 ⭐ 6

Material for my 'Bayesian Machine Learning' lectures at the Winter Conference in Statistics, Hemavan, Sweden, March 11-14, 2019.

Bayesian Gene Heritability Analysis from GWAS summary statistics

Bayesian_hacking ⭐ 5

Bayesian Hacking with Python

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

Pens And Abc ⭐ 5

Code for the paper "Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation"

Bayesian Duration Calculator ⭐ 5

https://engineering.wingify.com/posts/maths-behind

Statistical Rethinking Colearning 2022 ⭐ 5

Statistical Rethinking colearning 2022

Bayesian Stat Machine Learning ⭐ 5

"Bayesian Statistics & Machine Learning" Reading Group at Northwestern Statistics

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