Topic: "bayesian-data-analysis"
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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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

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

avehtari/BDA_py_demos
Bayesian Data Analysis demos for Python
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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
Language: Jupyter Notebook - Size: 52.4 MB - Last synced at: 15 days ago - Pushed at: almost 5 years ago - Stars: 852 - Forks: 256

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

JWarmenhoven/DBDA-python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
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ericmjl/bayesian-stats-modelling-tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
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avehtari/BDA_R_demos
Bayesian Data Analysis demos for R
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ericmjl/bayesian-analysis-recipes
A collection of Bayesian data analysis recipes using PyMC3
Language: Jupyter Notebook - Size: 126 MB - Last synced at: 15 days ago - Pushed at: over 1 year ago - Stars: 557 - Forks: 111

stan-dev/rstanarm
rstanarm R package for Bayesian applied regression modeling
Language: R - Size: 117 MB - Last synced at: about 9 hours ago - Pushed at: 12 days ago - Stars: 395 - Forks: 137

uncomplicate/bayadera
High-performance Bayesian Data Analysis on the GPU in Clojure
Language: Clojure - Size: 1020 KB - Last synced at: 19 days ago - Pushed at: over 4 years ago - Stars: 365 - Forks: 23

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

fehiepsi/rethinking-pyro
Statistical Rethinking with PyTorch and Pyro
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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)
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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

xfim/ggmcmc
Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
Language: R - Size: 2.31 MB - Last synced at: about 9 hours ago - Pushed at: about 2 years ago - Stars: 112 - Forks: 32

AlexIoannides/pymc-example-project
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
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vasishth/bayescogsci
Introduction to Bayesian Data Analysis for Cognitive Science by Nicenboim, Schad, Vasishth
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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: 4 days ago - Pushed at: over 3 years ago - Stars: 85 - Forks: 26

Montanaz0r/Bayesian-Statistics-The-Fun-Way
Solutions and workflow for the Bayesian Statistics The Fun Way book in Python
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ericmjl/bayesian-stats-talk
Doing Bayesian statistics in Python!
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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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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

n-kall/priorsense
priorsense: an R package for prior diagnostics and sensitivity
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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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jffist/statistical-rethinking-solutions
Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.
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stan-dev/rstantools
Tools for Developing R Packages Interfacing with Stan
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bikestra/bdapy
Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python
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mvuorre/bmlm
Bayesian multilevel mediation models in R
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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

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

tpapp/DynamicHMCExamples.jl
Examples for Bayesian inference using DynamicHMC.jl and related packages.
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SebastianBocquet/pygtc
Make a sweet giant triangle confusogram (GTC) plot
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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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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

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

adobe/Chronikis
A compiler for Bayesian time series models.
Language: Haskell - Size: 9.44 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 22 - Forks: 5

MauroCE/PythonBRMLtoolbox
Python 3.7 version of David Barber's MATLAB BRMLtoolbox
Language: Python - Size: 690 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 22 - Forks: 3

UWNETLAB/dcss_supplementary
Supplementary materials for McLevey 2021 Doing Computational Social Science (Sage, UK).
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madsjulia/BIGUQ.jl
Bayesian Information Gap Decision Theory
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aadya940/chainopy
ChainoPy: A Python Library for Discrete Time Markov Chain based stochastic analysis
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wiedenhoeft/HaMMLET
Fast Bayesian Hidden Markov Model with Wavelet Compression
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stappit/bayesian-data-analysis
Berlin Bayesians' solutions to Bayesian Data Analysis, 3rd edition.
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bnicenboim/bcogsci
Datasets and models included in the book "An Introduction to Bayesian Data Analysis for Cognitive Science".
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mikeroyal/Bayesian-Statistics-Guide
Bayesian Statistics Guide
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AlexIoannides/pymc-advi-hmc-demo
Demonstrating HMC and ADVI algorithms for Bayesian data analysis using PYMC3.
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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

maxfarrell/qcbs_stan_workshop
Introduction to Stan, rstan & rstanarm
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fweber144/shinybrms
An R package providing a GUI ('shiny' app) for the R package 'brms'.
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petrushev/bayesian-modeling
Case studies with Bayesian methods
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florent-leclercq/pyselfi
Simulator Expansion for Likelihood-Free Inference (SELFI): a python implementation
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oeysan/bfw
Framework for conducting Bayesian analyses
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huffyhenry/shot-generation
Bayesian modelling of shot generation and conversion in soccer
Language: Stan - Size: 5.85 MB - Last synced at: 6 days ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 0

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.
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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

Nagasaki45/dbdapy
Following "Doing Bayesian Data Analysis", in python
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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

huffyhenry/dixon-coles-worldcup
Undermining the integrity of an office prediction contest
Language: Python - Size: 932 KB - Last synced at: 6 days ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 0

mdscheuerell/steelhead_IPM
Code & data necessary to reproduce the analyses described in Scheuerell et al.
Language: R - Size: 117 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 3

bearloga/BCDA
This R package is a set of tools for Bayesian analysis of categorical data, specifically 2×2 contingency tables.
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stappit/blog
I often post solutions to textbook exercises, including: Bayesian Data Analysis (BDA) by Gelman et al; Causal Inference in Statistics Primer (CISP) by Pearl et al; Purely Functional Data Structures (PFDS) by Okasaki.
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florent-leclercq/borg_sdss_data_release
Public release of data products following the BORG SDSS analysis
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JamesTrick/bayesian_data_analysis_pyro
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JulianFrattini/bda4sci
Material for the Introduction Seminar to Bayesian Data Analysis for Statistical Causal Inference
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ebuhle/LCRchumIPM
This is the development site for an Integrated Population Model for chum salmon in the lower Columbia River.
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mcdonohue/rstanarm Fork of stan-dev/rstanarm
rstanarm R package for Bayesian applied regression modeling
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florent-leclercq/correlations_vs_field
Correlation functions versus field-level inference in cosmology: example with log-normal fields
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jhrcook/bayesian-analysis-with-python_e2
My notes on "Bayesian Analysis with Python" (edition 2) by Osvaldo Martin.
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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

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

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

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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explcre/21FallVE414Project-Gaussian-Mixture-Model
Position prediction of invisible tree using EM algorithm of GMM. We used Python's Matplotlib data visualization and preprocessed to determine the fruit distribution. BIC and AIC indexes were used to determine the number of cluster categories, and Gaussian mixture model was used to cluster according to the fruit data to predict the coordinates of the number. We use poission distribution to predict the distribution of the whole forest.
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giabaio/EVSI Fork of annaheath/EVSI
A suite of functions for the calculation and presentation of the Expected Value of Sample Information.
Language: R - Size: 1010 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 2

avisionh/predictgraduateprospects
Applies Bayesian techniques for analysing various factors that can influence a UK university's graduate prospects rating from the HESA SFR247 and Complete University Guide table.
Language: R - Size: 17.9 MB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

bgautijonsson/isa_trans_covid19
This github repo is a companion to the article A hierarchical Bayesian implementation of a novel inverted generalized logistic growth curve for predicting diagnosed COVID-19 cases in 68 countries.
Language: R - Size: 70.7 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

Dimanaux/naive-bayes-python
classifier of programming languages
Language: Python - Size: 199 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 3 - 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

mdscheuerell/AukeCoho
Development site for an integrated population model for Auke Creek coho salmon
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BWTSE/Analysis
This repository contains a replication package used to investigate the Broken Windows Theory of Software Engineering.
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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

totucuong/bayes_data_analysis
A collection of notebooks that demonstrate Bayesian data analysis
Language: Jupyter Notebook - Size: 54.4 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

jvines/BayesianGLS
An implementation of the Bayesian Generalized Lomb Scargle periodogram as described by Mortier et al. 2015
Language: Python - Size: 111 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 2 - 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

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

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.
Language: C++ - Size: 70.9 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 1 - Forks: 0

sempwn/bennu
Bayesian Estimation of Naloxone Numbers Underreporting
Language: R - Size: 25.2 MB - Last synced at: 5 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

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

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.
Language: Jupyter Notebook - Size: 2.77 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

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
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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

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

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

vlas-sokolov/pyspecnest
Nested sampling of pyspeckit models with PyMultiNest.
Language: Python - Size: 47.9 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 3

daksh-intwala/House-Price-Prediction--Regression-Anaylsis
A simple regression analysis of house prices in USA with 11 features selected on MECE Framework
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alannapaiva/bayesian_classifiers_and_lda
Implementation of the Bayesian, MAP and LDA classifiers.
Language: Jupyter Notebook - Size: 509 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

mrtkp9993/Bayesian-Inference
Bayesci çıkarıma giriş.
Language: Jupyter Notebook - Size: 310 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

joe5saia/Hmc.jl
Hidden Markov Model Estimated with MCMC in Julia with option for parallel estimation.
Language: Julia - Size: 90 MB - Last synced at: 2 months ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0
