ebuhle/LCRchumIPM

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

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n-kall/priorsense

priorsense: an R package for prior diagnostics and sensitivity

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francescoalemanno/KissABC.jl

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

Language: Julia - Size: 2.98 MB - Last synced: 5 days ago - Pushed: about 1 year ago - Stars: 29 - Forks: 8

C-bowman/ridge

Efficient grid-based evaluation of probability distributions

Language: Python - Size: 583 KB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 0 - Forks: 0

arviz-devs/preliz

A tool-box for prior elicitation.

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avehtari/BDA_R_demos

Bayesian Data Analysis demos for R

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UWNETLAB/dcss_supplementary

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

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mrtkp9993/Bayesian-Inference

Bayesci çıkarıma giriş.

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ericmjl/bayesian-stats-talk

Doing Bayesian statistics in Python!

Language: Jupyter Notebook - Size: 23.6 MB - Last synced: 14 days ago - Pushed: over 6 years ago - Stars: 65 - Forks: 34

ericmjl/bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

Language: Jupyter Notebook - Size: 126 MB - Last synced: 14 days ago - Pushed: 7 months ago - Stars: 552 - Forks: 110

tpapp/LogDensityProblems.jl

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

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mjskay/tidybayes

Bayesian analysis + tidy data + geoms (R package)

Language: R - Size: 229 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 704 - Forks: 58

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: 22 days ago - Pushed: 22 days ago - Stars: 6 - Forks: 1

sempwn/bennu

Bayesian Estimation of Naloxone Numbers Underreporting

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avehtari/BDA_py_demos

Bayesian Data Analysis demos for Python

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fehiepsi/rethinking-pyro

Statistical Rethinking with PyTorch and Pyro

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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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stan-dev/rstanarm

rstanarm R package for Bayesian applied regression modeling

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stan-dev/rstantools

Tools for Developing R Packages Interfacing with Stan

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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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stan-dev/rstan

RStan, the R interface to Stan

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stan-dev/shinystan

shinystan R package and ShinyStan GUI

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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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danielmamay/statistical-rethinking

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

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ericmjl/bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

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topipa/iwmm

iwmm: an R package for adaptive importance sampling

Language: R - Size: 461 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 2 - Forks: 2

uncomplicate/bayadera

High-performance Bayesian Data Analysis on the GPU in Clojure

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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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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: about 1 month ago - Pushed: about 2 years ago - Stars: 82 - Forks: 26

huffyhenry/shot-generation

Bayesian modelling of shot generation and conversion in soccer

Language: Stan - Size: 5.85 MB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 10 - Forks: 0

huffyhenry/dixon-coles-worldcup

Undermining the integrity of an office prediction contest

Language: Python - Size: 932 KB - Last synced: about 2 months ago - Pushed: almost 5 years ago - Stars: 7 - Forks: 0

florent-leclercq/pyselfi

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

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JWarmenhoven/DBDA-python

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

Language: Jupyter Notebook - Size: 73.9 MB - Last synced: 2 months ago - Pushed: almost 3 years ago - Stars: 664 - Forks: 258

SebastianBocquet/pygtc

Make a sweet giant triangle confusogram (GTC) plot

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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: 155 MB - Last synced: 17 days ago - Pushed: about 2 months ago - Stars: 35 - Forks: 16

xfim/ggmcmc

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

Language: R - Size: 2.31 MB - Last synced: 17 days ago - Pushed: about 1 year ago - Stars: 109 - Forks: 31

avehtari/rhat_ess

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

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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: 3 months ago - Pushed: 3 months ago - Stars: 13 - Forks: 6

mcdonohue/rstanarm Fork of stan-dev/rstanarm

rstanarm R package for Bayesian applied regression modeling

Language: R - Size: 76 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 4 - Forks: 2

madsjulia/BIGUQ.jl

Bayesian Information Gap Decision Theory

Language: Julia - Size: 99.6 KB - Last synced: 6 days ago - Pushed: 5 months ago - Stars: 17 - Forks: 4

C-bowman/inference-tools

Python tools for Bayesian data analysis

Language: Python - Size: 13.7 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 26 - Forks: 3

AlexIoannides/pymc-example-project

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

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AlexisDrch/Data-Mining

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

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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.

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RuwaidaAl/STAT-5421

Analysis of Categorical Variables

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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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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.

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ethanhezhao/NARM

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

Language: Matlab - Size: 292 KB - Last synced: 7 months ago - Pushed: almost 7 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: 7 months ago - Pushed: about 5 years ago - Stars: 9 - Forks: 4

bearloga/BCDA

This R package is a set of tools for Bayesian analysis of categorical data, specifically 2×2 contingency tables.

Language: R - Size: 342 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 6 - Forks: 3

fickaz/Crowdedness-at-gym

Data exploration, statistical estimation, bayesian stats.

Language: Jupyter Notebook - Size: 887 KB - Last synced: 7 months ago - Pushed: about 7 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: 7 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

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

Blog on science, statistics, language and more.

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joe5saia/Hmc.jl

Hidden Markov Model Estimated with MCMC in Julia with option for parallel estimation.

Language: Julia - Size: 90 MB - Last synced: 8 months ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0

mvuorre/bmlm

Bayesian multilevel mediation models in R

Language: TeX - Size: 136 MB - Last synced: 20 days ago - Pushed: 8 months ago - Stars: 42 - Forks: 10

ethanhezhao/BMLS

The code of BMLS in AISTATS 2018

Language: C - Size: 985 KB - Last synced: 8 months ago - Pushed: almost 5 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: 28.8 MB - Last synced: 9 days ago - Pushed: about 1 month ago - Stars: 10 - Forks: 1

shadowboxingskills/ppchainR

Your Probabilistic Modeling Copilot

Language: R - Size: 33.2 KB - Last synced: 3 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

shadowboxingskills/ppchain

Your Probabilistic Modeling Copilot

Language: Python - Size: 208 KB - Last synced: about 1 month ago - Pushed: 9 months ago - Stars: 2 - Forks: 1

kennethlimjf/tech-talk-bayesian-analysis

Short overview of Bayesian Analysis

Language: Python - Size: 1.07 MB - Last synced: 9 months ago - Pushed: about 7 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: 9 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

hiepnguyen034/Bayesian-Time-Series

deriving Bayesian AR (1) model

Language: R - Size: 678 KB - Last synced: 9 months ago - Pushed: almost 6 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: 9 months ago - Pushed: about 9 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: 10 months ago - Pushed: over 5 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: 10 months ago - Pushed: over 5 years ago - Stars: 2 - Forks: 1

fvlankvelt/emmy

Embedded Scala probabilistic programming language

Language: Scala - Size: 240 KB - Last synced: 10 months ago - Pushed: about 6 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.

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florent-leclercq/borg_sdss_data_release

Public release of data products following the BORG SDSS analysis

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stablemarkets/BSP_DTR

Companion GitHub repo for the following paper: https://arxiv.org/abs/2211.16393

Language: R - Size: 404 KB - Last synced: 3 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

JelinR/Fake_News_Detection

Creating a text classification model using multinomial naive bayes theory to detect fake news

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mdscheuerell/AukeCoho

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

Language: HTML - Size: 17.4 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 0

tpapp/DynamicHMCExamples.jl

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

Language: Jupyter Notebook - Size: 652 KB - Last synced: 7 days ago - Pushed: 6 months ago - Stars: 37 - Forks: 3

sjwilczynski/BDA

Project for Bayesian Data Analysis course

Language: R - Size: 130 MB - Last synced: 11 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

petrushev/bayesian-modeling

Case studies with Bayesian methods

Language: Jupyter Notebook - Size: 16.6 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 9 - Forks: 2

antcalcagni/ssMousetrack

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

Language: R - Size: 93.8 KB - Last synced: 6 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 1

jhrcook/NeuroBio-316QC

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

Language: Jupyter Notebook - Size: 170 MB - Last synced: 4 months ago - Pushed: about 2 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: about 1 year ago - Pushed: about 4 years ago - Stars: 5 - 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: about 1 year ago - Pushed: over 1 year ago - Stars: 8 - Forks: 4

MauroCE/PythonBRMLtoolbox

Python 3.7 version of David Barber's MATLAB BRMLtoolbox

Language: Python - Size: 690 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 22 - Forks: 3

jhrcook/bayesian-analysis-with-python_e2

My notes on "Bayesian Analysis with Python" (edition 2) by Osvaldo Martin.

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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.

Language: Jupyter Notebook - Size: 3.98 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 3 - Forks: 0

stappit/bayesian-data-analysis

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

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MooersLab/jointprob1D

Notes for the jointprob group

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Montanaz0r/Bayesian-Statistics-The-Fun-Way

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

Language: Jupyter Notebook - Size: 474 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 49 - Forks: 11

Kevin-Haigis-Lab/speclet

A Bayesian hierarchical model to discover tissue-specific cancer driver genes and synthetic lethal interactions from CRISPR/Cas9 LoF screens.

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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: 19.3 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

jffist/statistical-rethinking-solutions

Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.

Language: R - Size: 140 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 60 - Forks: 18

AlexIoannides/pymc-advi-hmc-demo

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

Language: Jupyter Notebook - Size: 397 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 12 - Forks: 3

mikeroyal/Bayesian-Statistics-Guide

Bayesian Statistics Guide

Language: MATLAB - Size: 180 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 2

avehtari/BDA_m_demos

Bayesian Data Analysis demos for Matlab/Octave

Language: MATLAB - Size: 3.04 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 53 - Forks: 37

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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mdscheuerell/steelhead_IPM

Code & data necessary to reproduce the analyses described in Scheuerell et al.

Language: R - Size: 117 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 6 - Forks: 3

giulio-derasmo/Bayesian-Analysis-for-Game-Players-Behaviors

A MCMC Bayesian analysis versus Frequentist Analysis of Animal Crossing: New Horizons game players in-game behavior using a Multinomial Logistic Regression Model to adjust the original paper results.

Language: R - Size: 1.32 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

BWTSE/Analysis

This repository contains a replication package used to investigate the Broken Windows Theory of Software Engineering.

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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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