GitHub topics: bayesian-data-analysis
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.
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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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stappit/bayesian-data-analysis
Berlin Bayesians' solutions to Bayesian Data Analysis, 3rd edition.
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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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jffist/statistical-rethinking-solutions
Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.
Language: R - Size: 140 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 60 - Forks: 18
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 at: about 2 years ago - Pushed at: over 4 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 at: over 2 years ago - Pushed at: over 2 years 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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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
rutvik5/ncsu-csc591-adbi
Python projects related to the course- Algorithms for Data Guided Business Intelligence
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oeysan/bfw
Framework for conducting Bayesian analyses
Language: R - Size: 724 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 1
rohanchauhan/aalto-ml-projects
This repository contains all the project reports for Masters in Machine Learning and Data Mining at Aalto University (2017-19).
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totucuong/bayes_data_analysis
A collection of notebooks that demonstrate Bayesian data analysis
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alannapaiva/bayesian_classifiers_and_lda
Implementation of the Bayesian, MAP and LDA classifiers.
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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
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
jhrcook/bda-course-proj
My final project for the Bayesian Data Analysis course.
Language: R - Size: 20.3 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
huffyhenry/dixon-coles-worldcup
Undermining the integrity of an office prediction contest
Language: Python - Size: 932 KB - Last synced at: 7 days ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 0
tallamjr/bap-numpyro
Bayesian Analysis in Python (2nd ed.) with Numpyro
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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
florent-leclercq/correlations_vs_field
Correlation functions versus field-level inference in cosmology: example with log-normal fields
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Nagasaki45/dbdapy
Following "Doing Bayesian Data Analysis", in python
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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
Siddharthsuresh92/Bayesian-Modeling-Soccer
Bayesian Modeling to evaluate tactical styles in soccer
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mrtkp9993/Bayesian-Inference
Bayesci çıkarıma giriş.
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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: 7 days ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 0
maxfarrell/qcbs_stan_workshop
Introduction to Stan, rstan & rstanarm
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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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IChowdhury01/ECE-302-Probability-Models-and-Stochastic-Processes
Projects for ECE-302: Probability Models & Stochastic Processes
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savrgg/MsDS_Bayesian_Data_Analysis
Personal notes for bayesian data analysis course (University of Edinburgh 2017-1)
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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: 5 days ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1
brazzalenicola/HeartFailure-BaysianDataAnalysis Fork of apilium/BDA-Project
Heart failure prediction using Bernoulli-Logit and Bayesian workflow
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imkhoa99/CS-E5710-Bayesian-Data-Analysis-Project-work
This is the final project for the course CS-E5710 Bayesian Data Analysis at Aalto University.
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joe5saia/Hmc.jl
Hidden Markov Model Estimated with MCMC in Julia with option for parallel estimation.
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codekhal/DNA-Classification
Exploring the world of Bioinformatics using various machine learning algorithms
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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
rer98/statistical_rethinking2
Notebooks (mostly R but some PyMC3) covering Prof Richard McElreath's Statistical Rethinking 2 book (draft version up to 26th Sept 2019) and Homeworks from his winter 2019 lecture course
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fcole90/bdafinal
Analysis of causes of death for viral hepatitis and sequelae of viral hepatitis.
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rstats-tartu/bayesiraamat
R bayes statistics brochure, in Estonian
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envil/Bayesian-Inference-Playground
Exercise repo for Bayesian Statistical Inference courses at University of Eastern Finland.
Language: Python - Size: 1.64 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0
ppintosilva/bayes-babies
Learning Bayesian Statistics, the baby way
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mic-he/ProbExp-HOU
Probability Expressions & High-Order Uncertainty
Language: R - Size: 3.76 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
abdullahkhan93/BDAP-2018
Project for applying basic Bayesian Learning principles onto a given dataset of house sales records to predict the prices of the houses.
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naufalafif/hackjak-jamannow
Jaman Now adalah singkatan dari Jakarta Aman Now. Jaman Now adalah aplikasi cerdas untuk mendeteksi titik potensi kriminal di jakarta, sekaligus sistem pelaporan & informasi titik rawan kriminal
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ryan-quigley/sjsu-bayesian-project
Analyze the kill rate per hour of the movies written and directed by Quentin Tarantino, with the ultimate goal of predicting the body count in his next movie.
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mdscheuerell/ASSESSOR
ASSESSOR is an age-structured state-space stock-recruit model for Pacific salmon.
Language: R - Size: 32.2 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0
mkmcc/g2-drag-force
code to produce the results in McCourt & Madigan (2015)
Language: Python - Size: 273 KB - Last synced at: about 2 years ago - Pushed at: almost 10 years ago - Stars: 0 - Forks: 0
snoward/SpamFilter
PGM course hometask
Language: C# - Size: 6.19 MB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0
