Topic: "model-based-clustering"
caravagnalab/mobster
Model-based subclonal deconvolution from bulk sequencing.
Language: HTML - Size: 126 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 33 - Forks: 8

anjalisilva/MPLNClust
R Package With Shiny App to Perform and Visualize Clustering of Count Data via Mixtures of Multivariate Poisson-log Normal Model
Language: R - Size: 19.7 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 4

tillahoffmann/time_series
Model-based time series clustering using variational inference.
Language: Jupyter Notebook - Size: 7.3 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 7

mainkoon81/Study-09-MachineLearning-E
**Unsupervised-Learning**(with practice of PCA, ICA and Model-based Clustering)
Language: Jupyter Notebook - Size: 827 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 6

Keefe-Murphy/MoEClust
Gaussian Parsimonious Clustering Models with Gating and Expert Network Covariates
Language: R - Size: 1.67 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 7 - Forks: 0

anjalisilva/mixMVPLN
R Package to Perform Clustering of Three-way Count Data Using Mixtures of Matrix Variate Poisson-log Normal Model With Parameter Estimation via MCMC-EM, Variational Gaussian Approximations, or a Hybrid Approach Combining Both.
Language: R - Size: 2.1 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0

Keefe-Murphy/IMIFA
Infinite Mixtures of Infinite Factor Analysers
Language: R - Size: 21.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

Keefe-Murphy/MEDseq
Mixtures of Exponential-Distance Models for Clustering Longitudinal Life-Course Sequences with Gating Covariates and Sampling Weights
Language: R - Size: 10.1 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 5 - Forks: 0

GanzhongTian/CensGMR
This project is an extension of the Gaussian Mixture Regression (GMR) model to handel censored multivariate responses.
Language: Jupyter Notebook - Size: 5.33 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

gferrsilva/RioSalitre
This code is part of the "Comparison of K-Means and Model-Based Clustering methods for drill core pseudo-log generation based on X-Ray Fluorescence Data" written by researchers of the Directory of Geology and Mineral Resources from the Geological Survey of Brazil – CPRM.
Language: R - Size: 6.41 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

PZVivian/School.MSc.STATS790_StatisticalLearning
This repository contains projects for the STATS 790 Statistical Learning course at McMaster University completed during my master's studies.
Language: TeX - Size: 2.16 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

daniyarghani/pbct
Python code to fit parsimonious Markov models
Language: Jupyter Notebook - Size: 359 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

ozturkfemre/Unsupervised_Learning
R & Python | Unsupervised Learning Project
Language: Jupyter Notebook - Size: 9.19 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

pstat197/vignette-clustering-methods
Hierarchical, model-based, and density-based clustering in R and application to unsupervised country classification
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KAR-NG/Credit-Card-Market-Segmentation
VEV model from Mclust among 5 clustering algorithms has optimal performance and detected 8 distinct groups of users. Data was cleaned, standardized and feature-selected, PCA’s biplot, Ggplot, Radar plots, and parallel coordinate plots were applied for EDA.
Language: R - Size: 2.52 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

adeschen/CNprep Fork of KrasnitzLab/CNprep
Processing DNA Copy Number (CN) Data for Detection of CN Events
Language: R - Size: 6.48 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

remydeshayes/bayesian_clustering
A Predictive View of Bayesian Clustering
Language: R - Size: 256 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

suren-rathnayake/EMMIX
EMMIX fits the data into the specified multivariate mixture models via the EM Algorithm.
Language: R - Size: 132 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
