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BGU-CS-VIL /DPMMSubClusters.jl

Distributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)

machine-learning julia parallel-computing distributed-computing inference distributed gaussian bayesian-inference mixture-model dirichlet-process multinomial dirichlet-process-mixtures ccgrid hpml hyper-computing

UpdatedJan 18, 2023
Julia

AsafManela /HurdleDMR.jl

Hurdle Distributed Multinomial Regression (HDMR) implemented in Julia

count machine-learning regression text-analysis distributed multinomial hurdle text-selection

UpdatedAug 23, 2023
Julia

bdilday /mnre

multinomial random effects

r rcpp cpp rcpparmadillo multinomial mixed-models

UpdatedMay 21, 2018
C++

AnestisTouloumis /multgee

GEE solver for correlated nominal or ordinal multinomial responses using a local odds ratios parameterization.

r multinomial gee

UpdatedMar 18, 2024
R

zeemkr /ncpen

Nonconvex Penalized Estimation for Generalized Linear Models

mcp high-dimensional-data lasso gaussian linear scad cox poisson multinomial tlp binomial nonconvex-penalties classo sridge mbridge mlog

UpdatedJan 18, 2019
C++

AnestisTouloumis /SimCorMultRes

Simulates correlated multinomial responses conditional on a marginal model specification.

r binary simulation multinomial longitudinal-studies

UpdatedMar 18, 2024
R

furrer-lab /abn

Bayesian network analysis in R

bayesian-network gaussian multivariate mixed-effects poisson structure-learning multinomial binomial categorical-data grouped-datasets

UpdatedMar 17, 2025
R

stephenberg /automultinomial

inference logistic-regression spatial-analysis spatial-data r-package spatial-data-analysis spatial-statistics multinomial multinomial-regression autologistic automultinomial

UpdatedOct 23, 2019
R

haziqj /phd-thesis

My PhD thesis: Regression modelling using priors depending on Fisher information covariance kernels (I-priors)

kernel binary regression variable-selection classification rkhs mcmc gaussian-processes variational-inference em-algorithm multinomial hilbert-spaces probit fisher-information rkks frechet empirical-bayes krein-spaces gateaux

UpdatedSep 9, 2021
TeX

jCodingStuff /NLPReddit

Multinomial classification tasks in Reddit

machine-learning natural-language-processing reddit random-forest word2vec reddit-api classification bag-of-words praw support-vector-machine support-vector-machines multinomial oversampling pushshift multinomial-naive-bayes undersampling unbalanced-data praw-reddit

UpdatedMay 28, 2019
HTML

shawnlaffan /perl-statistics-sampler-multinomial

Multinomial sampler for Perl

statistics perl prng hacktoberfest multinomial

UpdatedSep 24, 2022
Perl

afairless /miscellaneous_dirichlet

4 Plotly Dash apps that animate Bayesian updates of 3-dimensional Dirichlet distributions with multinomial data

statistics plotly data-visualization data-animation bayesian-statistics statistical-models multinomial barycentric-coordinates beta-distribution plotly-dash ternary-plots

UpdatedMay 25, 2024
Python

Express50 /omgee

Overdispersion Models (OM) using Generalized Estimating Equations (GEE)

package r multinomial overdispersion clustered-data generalized-estimating-equations

UpdatedAug 20, 2020
R

RitRa /Statistical-Analysis-and-Reporting-in-R

Course by Jacob O. Wobbrock

data-science r stat multinomial proportions chi-square-statistics fishers bino

UpdatedMay 2, 2020
HTML

haziqj /iprobit

Binary and multinomial probit regression using I-priors

kernel binary regression process gaussian classification rkhs multinomial prior probit gpr

UpdatedSep 9, 2021
R

noshintas96 /Lung-Cancer-Detection

This project aims to predict lung cancer using Multiple Linear Regression and Logistic Regression algorithms. By analyzing various factors, such as patient demographics, lifestyle habits, and medical history, the algorithms predict the likelihood of a patient developing lung cancer.

logistic-regression lung-cancer-detection multinomial

UpdatedMar 13, 2024
Python

jasonfrankenstein /Perceptron

A Perceptron for multiclass problems

r perceptron multinomial

UpdatedJul 19, 2018
Jupyter Notebook

ETJarvisMason /mpa-opinions

mpa survey

survey-data logistic-regresion multinomial

UpdatedJul 30, 2020
R

Abonia1 /Text-Classifier-Scikit

Text Category Classifier

nlp data-science rest-api scikit-learn swagger python3 nltk hyperparameter-tuning multinomial multiclass-classification sgd-classifier

UpdatedFeb 27, 2019
Jupyter Notebook

wente011 /St.-Paul

Modelling and Analysis of the public datasets from St. Paul

r logistic-regression multinomial publicdata

UpdatedSep 25, 2019
HTML

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