stan-dev/rstanarm

rstanarm R package for Bayesian applied regression modeling

Language: R - Size: 117 MB - Last synced at: about 7 hours ago - Pushed at: 11 days ago - Stars: 395 - Forks: 137

mvuorre/bmlm

Bayesian multilevel mediation models in R

Language: TeX - Size: 136 MB - Last synced at: 4 days ago - Pushed at: 7 months ago - Stars: 45 - Forks: 11

mjskay/tidybayes

Bayesian analysis + tidy data + geoms (R package)

Language: R - Size: 236 MB - Last synced at: 10 days ago - Pushed at: 9 months ago - Stars: 739 - Forks: 63

stan-dev/rstan

RStan, the R interface to Stan

Language: R - Size: 195 MB - Last synced at: 8 days ago - Pushed at: 18 days ago - Stars: 1,062 - Forks: 268

arviz-devs/preliz

Exploring and eliciting probability distributions

Language: Python - Size: 43.3 MB - Last synced at: 6 days ago - Pushed at: 17 days ago - Stars: 137 - Forks: 12

jordandeklerk/pyloo

Python package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS) for Bayesian Modeling

Language: Python - Size: 4.44 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 1 - Forks: 1

stan-dev/stan

Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

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C-bowman/inference-tools

Python tools for Bayesian data analysis

Language: Python - Size: 13.7 MB - Last synced at: 8 days ago - Pushed at: 11 days ago - Stars: 29 - Forks: 3

n-kall/priorsense

priorsense: an R package for prior diagnostics and sensitivity

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avehtari/BDA_py_demos

Bayesian Data Analysis demos for Python

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ericmjl/bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

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aadya940/chainopy

ChainoPy: A Python Library for Discrete Time Markov Chain based stochastic analysis

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JWarmenhoven/DBDA-python

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

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avehtari/BDA_course_Aalto

Bayesian Data Analysis course at Aalto

Language: TeX - Size: 440 MB - Last synced at: 26 days ago - Pushed at: 4 months ago - Stars: 2,199 - Forks: 561

tpapp/LogDensityProblems.jl

A common framework for implementing and using log densities for inference.

Language: Julia - Size: 1.18 MB - Last synced at: 4 days ago - Pushed at: 30 days ago - Stars: 41 - Forks: 9

m-clark/bayesian-basics

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

Language: Stan - Size: 93 MB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 85 - Forks: 26

fehiepsi/rethinking-pyro

Statistical Rethinking with PyTorch and Pyro

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phineas-pta/Bayesian-Methods-for-Hackers-using-PyStan 📦

"Probabilistic Programming & Bayesian Methods for Hackers" book ported to Stan (python)

Language: Python - Size: 19.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

xfim/ggmcmc

Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference

Language: R - Size: 2.31 MB - Last synced at: about 7 hours ago - Pushed at: about 2 years ago - Stars: 112 - Forks: 32

ericmjl/bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

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aloctavodia/Statistical-Rethinking-with-Python-and-PyMC3

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

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bnicenboim/bcogsci

Datasets and models included in the book "An Introduction to Bayesian Data Analysis for Cognitive Science".

Language: R - Size: 40.7 MB - Last synced at: 4 days ago - Pushed at: about 2 months ago - Stars: 16 - Forks: 6

nshen7/decemedip

An R package for deconvoluting cell types in bulk-tissue/cell-free MeDIP-seq data leveraging a Bayesian hierarchical model. Depends on RStan.

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avehtari/BDA_R_demos

Bayesian Data Analysis demos for R

Language: HTML - Size: 190 MB - Last synced at: 15 days ago - Pushed at: 8 months ago - Stars: 573 - Forks: 206

SirCornflake/BMS

Tools to perform model selection alongside estimation under Linear, Logistic, Negative binomial, Quantile, and Skew-Normal regression. Under the spike-and-slab method, a probability for each possible model is estimated with the posterior mean, credibility interval, and standard deviation of coefficients and parameters under the most probable model.

Language: R - Size: 304 KB - Last synced at: 27 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

englianhu/bolexiangma

易经道家：算卜、占卜、秦人牧马、田忌赛马、伯乐相马（世袭制易经道家学术份子联富我喜欢龙珠中的女科学家布玛/庄子。嫁鸡随鸡，嫁狗随狗）、分析彩券。

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stan-dev/loo

loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)

Language: R - Size: 111 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 153 - Forks: 35

vasishth/bayescogsci

Introduction to Bayesian Data Analysis for Cognitive Science by Nicenboim, Schad, Vasishth

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JulianFrattini/bda4sci

Material for the Introduction Seminar to Bayesian Data Analysis for Statistical Causal Inference

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stan-dev/shinystan

shinystan R package and ShinyStan GUI

Language: R - Size: 32.9 MB - Last synced at: 4 days ago - Pushed at: 5 months ago - Stars: 199 - Forks: 47

Montanaz0r/Bayesian-Statistics-The-Fun-Way

Solutions and workflow for the Bayesian Statistics The Fun Way book in Python

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antcalcagni/ssMousetrack

Bayesian State-Space Modeling of Mouse-Tracking Experiments via Stan

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mikeroyal/Bayesian-Statistics-Guide

Bayesian Statistics Guide

Language: MATLAB - Size: 180 KB - Last synced at: 26 days ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 4

AlexIoannides/pymc-example-project

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

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giabaio/BCEA

Bayesian Cost Effectiveness Analysis. Given the results of a Bayesian model (possibly based on MCMC) in the form of simulations from the posterior distributions of suitable variables of costs and clinical benefits for two or more interventions, produces a health economic evaluation. Compares one of the interventions (the "reference") to the others ("comparators"). Produces many summary and plots to analyse the results

Language: R - Size: 181 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 42 - Forks: 16

michael-franke/blog Fork of cotes2020/jekyll-theme-chirpy

Blog on science, statistics, language and more.

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jgabry/bayes-vis-paper

'Visualization in Bayesian workflow' by Gabry, Simpson, Vehtari, Betancourt, and Gelman. (JRSS discussion paper and code)

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ericmjl/bayesian-stats-talk

Doing Bayesian statistics in Python!

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avehtari/rhat_ess

Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC

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stan-dev/rstantools

Tools for Developing R Packages Interfacing with Stan

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florent-leclercq/pyselfi

Simulator Expansion for Likelihood-Free Inference (SELFI): a python implementation

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avehtari/BDA_m_demos

Bayesian Data Analysis demos for Matlab/Octave

Language: MATLAB - Size: 3.04 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 63 - Forks: 39

ebuhle/LCRchumIPM

This is the development site for an Integrated Population Model for chum salmon in the lower Columbia River.

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simonsteiger/atoll-seabirds

Code and data accompanying the article "Atolls are globally important sites for tropical seabirds".

Language: R - Size: 157 MB - Last synced at: 6 days ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

jhrcook/bayesian-data-analysis-course

My notes and work for the Bayesian Data Analysis course taught by Aki Vehtari.

Language: R - Size: 338 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 7

stablemarkets/BSP_DTR

Companion code for the following paper: https://doi.org/10.1093/biostatistics/kxad035

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topipa/iwmm

iwmm: an R package for adaptive importance sampling

Language: R - Size: 505 KB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 8 - Forks: 2

jeffreywijaya100/insurance_bayesian

US Health Insurance Bayesian Data Analytics (Group Project)

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uncomplicate/bayadera

High-performance Bayesian Data Analysis on the GPU in Clojure

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JaewonSon37/Advanced_Machine_Learning

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SebastianBocquet/pygtc

Make a sweet giant triangle confusogram (GTC) plot

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beekill95/numpyro-doing-bayesian

My implementation of John K. Kruschke's Doing Bayesian Data Analysis 2nd edition using Python and Numpyro.

Language: Python - Size: 190 MB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 1

UWNETLAB/dcss_supplementary

Supplementary materials for McLevey 2021 Doing Computational Social Science (Sage, UK).

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davidgeorgewilliams/SushiNference-Bayes

Dive into the flavorful world of probabilistic sushi recommendations with SushiNference-Bayes! This innovative C# project leverages Bayesian inference and the Infer.NET library to predict and model sushi preferences, serving up a delicious blend of machine learning and culinary science.

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MooersLab/cmdstanpy-voice-in

The Voice triggered Snippets of cmdstan code for use with Voice In Plus

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JelinR/Fake_News_Detection

Built an efficient text classifier in R for fake news detection, training on 20,800 rows (average 4,544 words) in under 30 seconds.

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madsjulia/BIGUQ.jl

Bayesian Information Gap Decision Theory

Language: Julia - Size: 99.6 KB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 4

savarsinha123/bayesian-data-analysis-mcmc

Language: Jupyter Notebook - Size: 4.68 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

iankurgarg/adbi-projects

Projects from the Course on "Algorithms for Data guided Business Intelligence"

Language: Python - Size: 22.5 MB - Last synced at: 12 months ago - Pushed at: about 7 years ago - Stars: 4 - Forks: 12

MooersLab/bayesian-data-analysis-voice-in

Size: 82 KB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

MooersLab/jointprob1D

Notes for the jointprob group

Language: HTML - Size: 6.85 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

C-bowman/ridge

Efficient grid-based evaluation of probability distributions

Language: Python - Size: 583 KB - Last synced at: 10 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

sempwn/bennu

Bayesian Estimation of Naloxone Numbers Underreporting

Language: R - Size: 25.2 MB - Last synced at: 4 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

danielmamay/statistical-rethinking

Solutions to Richard McElreath's Statistical Rethinking: A Bayesian Course homeworks.

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petrushev/bayesian-modeling

Case studies with Bayesian methods

Language: Jupyter Notebook - Size: 16.6 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 2

mic-he/ProbExp-QUD

Contextual effects on production of probability expressions

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mic-he/ProbExp-PhD

Public repository for my PhD dissertation

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AlexIoannides/pymc-advi-hmc-demo

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

Language: Jupyter Notebook - Size: 397 KB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 14 - Forks: 4

francescoalemanno/KissABC.jl

Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation

Language: Julia - Size: 2.98 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 29 - Forks: 8

mcdonohue/rstanarm Fork of stan-dev/rstanarm

rstanarm R package for Bayesian applied regression modeling

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AlexisDrch/Data-Mining

Projects of Machine Learning and DataMining - course followed at Université de Technologie de Compiegne (UTC) France.

Language: R - Size: 4.71 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

nihitparikh/Predictive-Analysis-for-Stated-Consumer-Preference-Data-for-Monitor-Industry

This repository includes my marketing/data analytics project on monitor dataset that includes Maximum Likelihood Model, Market Simulation, Cluster Analysis, Market Basket Analysis, Association Rule Mining, Hierarchical Bayesian Regression Model, R script code.

Language: R - Size: 9.29 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

RuwaidaAl/STAT-5421

Analysis of Categorical Variables

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wiedenhoeft/HaMMLET

Fast Bayesian Hidden Markov Model with Wavelet Compression

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doguilmak/Text-Analysis-TF-IDF

Text Analysis and Information Retrieval with TF-IDF provides tools for TF-IDF vectorization, Bayesian probabilistic retrieval, word frequency analysis, and inner product scoring for information retrieval.

Language: Jupyter Notebook - Size: 43 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ethanhezhao/NARM

The code for the paper "Leveraging Node Attributes for Incomplete Relational Data" in ICML 2017

Language: Matlab - Size: 292 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 3 - Forks: 2

belg92/HMSC

Hierarchical Model of Species Communities (HMSC) is an R package, which provides extensive set of analytical tools devised for numerical analysis of data on ecological communities or other similarly structured data. The methodological core of the HMSC approach is centered on combination of hierarchical regression and latent factor models.

Language: R - Size: 260 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 4

fickaz/Crowdedness-at-gym

Data exploration, statistical estimation, bayesian stats.

Language: Jupyter Notebook - Size: 887 KB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

vis-florum/Applied-Bayesian-Data-Analysis

Exercises and experiments with Bayesian statistics and markov chains.

Language: Julia - Size: 544 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

ethanhezhao/BMLS

The code of BMLS in AISTATS 2018

Language: C - Size: 985 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

alizindari/statistical-machine-learning

implementation of some famous algorithms in statistical machine learning from scratch

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fweber144/shinybrms

An R package providing a GUI ('shiny' app) for the R package 'brms'.

Language: R - Size: 28.9 MB - Last synced at: 3 days ago - Pushed at: 5 months ago - Stars: 10 - Forks: 1

shadowboxingskills/ppchainR

Your Probabilistic Modeling Copilot

Language: R - Size: 33.2 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

shadowboxingskills/ppchain

Your Probabilistic Modeling Copilot

Language: Python - Size: 208 KB - Last synced at: 18 days ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

kennethlimjf/tech-talk-bayesian-analysis

Short overview of Bayesian Analysis

Language: Python - Size: 1.07 MB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

scimas/AppRatings

Bayesian analysis of play store app ratings

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IamGianluca/rethinking

Language: Jupyter Notebook - Size: 791 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

hiepnguyen034/Bayesian-Time-Series

deriving Bayesian AR (1) model

Language: R - Size: 678 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

bikestra/bdapy

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

Language: Python - Size: 1.07 MB - Last synced at: almost 2 years ago - Pushed at: about 10 years ago - Stars: 46 - Forks: 8

deepestthought42/bayesian-analysis

Lisp library to, given a set of data, compare models and estimate parameters using Bayesian statistics.

Language: Common Lisp - Size: 938 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

mdscheuerell/gretaDFA

Using the greta package for R to fit Dynamic Factor Models

Language: R - Size: 99.4 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

fvlankvelt/emmy

Embedded Scala probabilistic programming language

Language: Scala - Size: 240 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 1

thekartikay/bayesian-movie-analysis

This academic Project aims use bayesian methods for data science to predict the success or failure of a movie based on purely the pre-production information. The success or failure of a file is decided purely based on the financial success of the film.

Language: Jupyter Notebook - Size: 8.25 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

florent-leclercq/borg_sdss_data_release

Public release of data products following the BORG SDSS analysis

Language: Jupyter Notebook - Size: 8.35 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 2

mdscheuerell/AukeCoho

Development site for an integrated population model for Auke Creek coho salmon

Language: HTML - Size: 17.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

tpapp/DynamicHMCExamples.jl

Examples for Bayesian inference using DynamicHMC.jl and related packages.

Language: Jupyter Notebook - Size: 653 KB - Last synced at: 4 days ago - Pushed at: 2 months ago - Stars: 37 - Forks: 3

sjwilczynski/BDA

Project for Bayesian Data Analysis course

Language: R - Size: 130 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

jhrcook/NeuroBio-316QC

NeuroBio 316QC: Probabilistic models for neural data: from single neurons to population dynamics

Language: Jupyter Notebook - Size: 170 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

stan-ja/stan-ja

Stanマニュアルの日本語への翻訳プロジェクト

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JamesTrick/bayesian_data_analysis_pyro

Language: Jupyter Notebook - Size: 112 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 0