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GitHub topics: bayesian-analysis

beast-dev/beast-mcmc

Bayesian Evolutionary Analysis Sampling Trees

Language: Java - Size: 200 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 214 - Forks: 79

Aash1722/Bayesian-Analysis

Bayesian analysis of university admission data using GRE, TOEFL, and CGPA scores. This project compares posterior predictive distributions under informative and non-informative priors to evaluate model fit using credible intervals.

Language: R - Size: 541 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

sergeyklay/clusterium

Text Clustering Toolkit for Bayesian Nonparametric Analysis

Language: Python - Size: 1.38 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

findmyway/Bayesian-Analysis-with-Python

《用Python做贝叶斯分析》

Language: Jupyter Notebook - Size: 12.3 MB - Last synced at: 10 days ago - Pushed at: about 8 years ago - Stars: 98 - Forks: 33

aloctavodia/BAP

Bayesian Analysis with Python (Second Edition)

Language: Jupyter Notebook - Size: 184 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 665 - Forks: 249

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: 27 days ago - Pushed at: over 3 years ago - Stars: 85 - Forks: 26

ericmjl/bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

Language: Jupyter Notebook - Size: 126 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 557 - Forks: 111

m-clark/easy-bayes

Workshop to introduce participants to rstanarm and brms.

Language: R - Size: 41.1 MB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 2

mantidproject/quasielasticbayes

This package provides a convenient set of Python wrappers for a set of routines used to perform Bayesian analysis on quasi-elastic neutron-scattering data.

Language: Fortran - Size: 1.56 MB - Last synced at: 21 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 1

iheartradio/thomas

Another A/B test library

Language: Scala - Size: 5.13 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 24 - Forks: 8

ocbe-uio/rBAPS

R implementation of the BAPS software for Bayesian Analysis of Population Structure

Language: R - Size: 1.02 MB - Last synced at: 3 days ago - Pushed at: 6 months ago - Stars: 10 - Forks: 4

wangruinju/Double-Fusion

A bayesian approach to examining default mode network functional connectivity and cognitive performance in major depressive disorder

Language: Python - Size: 4.74 MB - Last synced at: 8 months ago - Pushed at: almost 6 years ago - Stars: 12 - Forks: 2

sidiwang/snSMART

small n sequential multiple assignment randomized trial (snSMART)

Language: R - Size: 1.32 MB - Last synced at: 7 days ago - Pushed at: 9 months ago - Stars: 1 - Forks: 2

Diego-HernSua/Modeling_for_Medical_Insurance_Costs_Bayesian

This assigment models medical insurance costs using a dataset of 1,339 policies. Bayesian analysis predicts expenses based on age, BMI, and smoking status. The project includes detailed insights into data preprocessing, variable impact and data modelling based on Bayesian Analysis.

Language: RMarkdown - Size: 871 KB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

WatiotienneH/Statistique_Bayesienne

Travail encadré de recherche de M1 ISN sur les statistiques bayésiennes

Language: R - Size: 2.32 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

olivierzach/bayesian-marketing-attribution

Marketing attribution using Bayesian credible sets and regression methods

Language: Python - Size: 267 KB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 15 - Forks: 4

MooersLab/bayesian-data-analysis-voice-in

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

guillermo-navas-palencia/cprior

Fast Bayesian A/B and Multivariate testing.

Language: Python - Size: 1.11 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 7

NaturalCycles/MixBABA

A tool for making AB tests with Mixpanel API

Language: Python - Size: 80.1 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 14 - Forks: 1

tdyachenko/BAHM-Mediation

Bayesian Analysis of Heterogeneous Mediation (BAHM)

Language: R - Size: 81.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

vince-CV/probabilistic-machine-learning

Key words: Bayesian analysis, Probabilistic programming, Data analysis, Bayesian machine learning... Using Python with its library PyMC3, pandas...

Language: Jupyter Notebook - Size: 992 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 7

choderalab/assaytools

Modeling and Bayesian analysis of fluorescence and absorbance assays.

Language: Python - Size: 58.2 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 17 - Forks: 11

argiopetech/base

Bayesian Analysis for Stellar Evolution

Size: 7.11 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 4

Javihaus/COVID19-Spain

Bayesian analysis of COVID19 evolution in Spain

Language: Jupyter Notebook - Size: 2.4 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

DarkWake9/Project-QG

This repository contains the code used to perform the analysis described in the paper "Bayesian evidence for spectral lag transition due to Lorentz Invariance Violation for 32 Fermi/GBM Gamma-ray Bursts" (https://www.sciencedirect.com/science/article/pii/S2214404823000460). The code is written in Python 3.10

Language: Jupyter Notebook - Size: 839 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

darshanbagul/BayesianNetworks

Implementation of a Bayesian Network to model probability distributions of several variables pertaining US Universities obtained from US News and World Report.

Language: Jupyter Notebook - Size: 503 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 7

GuidoGiacomoMussini/Bayesian-approach-to-CDS-analysis

Project for the bayesian analysis course

Language: R - Size: 1.24 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

jpmvferreira/msc-thesis

LaTeX source code for the MSc thesis entitled 'Forecasting f(Q) Cosmology with Standard Sirens'.

Language: TeX - Size: 2.55 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

jpmvferreira/msc-code

Source code used to develop work carried out during my MSc thesis entitled 'Forecasting f(Q) Cosmology with Standard Sirens'.

Language: Stan - Size: 169 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

JRigh/Poisson-Gamma-example-in-R

Example of Poisson-Gamma model in Bayesian analysis in R

Language: TeX - Size: 834 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

xrubio/bayesRome

Source code and dataset for Bayesian analysis on Rome olive oil market structure

Language: Python - Size: 60.5 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 2

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

jhrcook/bayesian-analysis-with-python_e2

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

Language: Jupyter Notebook - Size: 33.8 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 3

cehrett/Presidential_election_forecast_2016

A Bayesian analysis of polling data and historical voting records to try to predict the outcome of the 2016 U.S. Presidential election.

Language: R - Size: 2.91 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0

S-B-Iqbal/Bayesian-Evaluation-of-Text-Classification-Models

Project Report submitted in partial fulfillment of Text Mining Course(732A92)

Language: Jupyter Notebook - Size: 1.93 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

fpozoc/covid-rt

Using bayesian statistics to see what is really happening with the SARS-CoV-2 virus one month after COVID19 pandemics start

Language: Jupyter Notebook - Size: 7.67 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

araiari/OECD-Bias-in-students-evaluation

Analisi dei voti degli studenti italiani a partire dai dati dell'OECD-Pisa tramite approccio Bayesiano - Analysis of italian students' evaluation of OECD-Pisa dataset with a Bayesian approach

Language: R - Size: 165 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

HuyTu7/BitcoinPricePrediction

Using Bayesian Regression for Bitcoin Price Prediction!

Language: Python - Size: 765 KB - Last synced at: over 2 years ago - Pushed at: over 8 years ago - Stars: 4 - Forks: 1

rachit-shah/ADBI-projects

Homework and projects done in the course CSC591 Algorithms for Data-Guided Business Intelligence (ADBI)

Language: Jupyter Notebook - Size: 77 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 8

zipkinlab/Rossman_etal_2016_EcolAndEvol

Rossman S., Ostrom P.H., Gordon F., and Zipkin E.F. 2016. Beyond carbon and nitrogen: guidelines for estimating three‐dimensional isotopic niche space. Ecology and Evolution 6: 2405-2413.

Language: R - Size: 1.19 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 0

ugis22/movie_predictions

Analyze a dataset with information about movies. Creates a linear and a bayesian model to predict movie popularity.

Language: HTML - Size: 5.64 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 4

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: about 1 month ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

hyemin-han/BFMeta

BFMeta program

Language: R - Size: 13 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

kuperov/bdist

R library of statistical distributions useful for Bayesian analysis

Language: R - Size: 321 KB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0

farrmt/HMSDS

Farr, M.T., Green, D.S., Holekamp, K.E., Roloff, G.J., & Zipkin, E.F. 2019. Multi-species hierarchical modeling reveals variable responses of African carnivores to management alternatives. Ecological Applications 9(2): e01845.

Language: R - Size: 35.4 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 2

zipkinlab/Farr_etal_2019_EcoApps Fork of farrmt/HMSDS

Farr, M.T., Green, D.S., Holekamp, K.E., Roloff, G.J., & Zipkin, E.F. 2019. Multi-species hierarchical modeling reveals variable responses of African carnivores to management alternatives. Ecological Applications 9(2): e01845.

Language: R - Size: 35.4 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

JackSnowWolf/VE414_final_project

start our Bayesian Analysis project

Language: Julia - Size: 2.39 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 1

berkeley3/BDA-IZSTO

Two days course on Bayesian Data Analysis for Medical Data at the Istituto Zooprofilattico Sperimentale del Piemonte, Liguria e Valle d'Aosta, 13 - 14 June 2017

Language: JavaScript - Size: 157 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 1

HIDDA/mixtures

Supplementary material for the book chapter "Mixture Modeling"

Size: 1.95 KB - Last synced at: 5 months ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

msank00/bayesianNetworkLearning

Bayesian Network Learning in R

Language: R - Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

vly/BayesianAB.jl

Bayesian A/B testing functions for test evaluations

Language: Julia - Size: 1.95 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

mcguinlu/hetpriorapp

Shiny WebApp for hetprior project

Language: R - Size: 83 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Related Keywords
bayesian-analysis 52 bayesian-statistics 14 r 11 bayesian 8 python 8 bayesian-inference 7 mcmc 6 bayesian-data-analysis 6 pymc3 5 bayesian-methods 5 data-science 4 data-analysis 4 ab-testing 4 statistics 3 cosmology 3 rstan 3 linear-regression 3 bayesian-network 3 predictive-modeling 2 stan 2 rstanarm 2 fmri 2 hierarchical-models 2 apex-predator 2 brms 2 carnivore-conservation 2 community-modeling 2 distance-sampling 2 enforcement-of-regulations 2 imperfect-detection 2 standard-sirens 2 protected-area 2 nlp 2 clustering 2 data-visualization 2 modified-gravity 2 serengeti-mara 2 machine-learning 2 jags 2 election-forecasting 1 python3 1 bayesian-data-science 1 bayesian-analysis-with-python 1 beast 1 polling-data 1 732a92 1 text-classification 1 computational-modeling 1 covid19-data 1 epidemiology 1 statistical-learning 1 thesis 1 poisson-gamma 1 archaeology 1 history 1 rome 1 bayesian-networks 1 bayesian-neural-networks 1 bayesian-optimization 1 graphical-models 1 markov-networks 1 matlab 1 model-selection 1 statistics-toolbox 1 supervised-learning 1 supervised-learning-algorithms 1 supervised-machine-learning 1 anova 1 niche 1 stable-isotopes 1 movie-popularity 1 prediction 1 markov-chain-monte-carlo 1 bayes-factors 1 fmri-studies 1 meta-analysis 1 neuroimaging 1 neuroscience 1 rstats 1 julia 1 mixture-modelling 1 serological-surveys 1 heterogenity 1 prior-distribution 1 systematic-reviews 1 linear-models 1 oecd 1 machine-learning-algorithms 1 cnn-keras 1 deep-neural-networks 1 doc2vec-word2vec 1 graphf 1 lda 1 networkx 1 pyspark 1 regression 1 sentiment-analysis 1 sgd 1 spark 1 spark-streaming 1