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co-clustering

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albertopessia /Kpax3.jl

Bayesian bi-clustering of categorical data

genomics clustering population-genomics cluster-analysis multivariate-data mcmc-sampler bi-clustering bayesian-cluster-analysis co-clustering multivariate-analysis categorical-data

UpdatedApr 6, 2022
Julia

chunwangpro /textual-information-extraction-and-numeric-processing

Extract textual information from Amazon products reviews and draw correlations through regression and fluctuation analysis.

regression nlp-keywords-extraction co-clustering feature-importance tf-idf-vectorizer fluctuation-correlation

UpdatedMar 19, 2020
Jupyter Notebook

Alro10 /clustering-course

Subspace clustering and coclustering course at the School of Electrical and Computer Engineering (FEEC-UNICAMP)

clustering unicamp co-clustering biclustering subspace-clustering

UpdatedOct 6, 2018
Jupyter Notebook

saghiles /dcc

Directional Co-clustering with a Conscience (DCC)

clustering topic-modeling mixture-model text-data co-clustering text-clustering von-mises-fisher directional-statistics

UpdatedAug 15, 2019
R

NMTFcoclust

Saeidhoseinipour /NMTFcoclust

Co-clustering algorithms can seek homogeneous sub-matrices into a dyadic data matrix, such as a document-word matrix.

matrix-factorization co-clustering word-clouds non-negative-matrix-factorization text-mining-analysis nmtf orthogonality document-word opnmtf probabilistic-nmtf

UpdatedMar 21, 2025
Python

Saeidhoseinipour /MultiCoclustering

Scala implementation of the Multiple Coclustering model, a Bayesian Non-Parametric method for block clustering of multivariate continuous observations

clustering bayesian co-clustering nmtf

UpdatedJul 5, 2022
Scala

vickyjkwan /howtoescapefrombatesmotel

nlp collaborative-filtering matrix-factorization nearest-neighbor-search svd kmeans-clustering nmf kdtrees co-clustering hotel-recommender

UpdatedMar 1, 2018
Jupyter Notebook

rupensa /tauCC

clustering machine-learning-algorithms data-mining-algorithms co-clustering

UpdatedJan 20, 2025
Python

Saeidhoseinipour /Intrococlust

Co-clustering, also known as biclustering or block clustering, is a powerful data analysis technique that uncovers hidden structures in complex datasets.

clustering co-clustering biclustering dyadic-data direct-clustering two-mode-clustering block-clustering simultaneous-clustering

UpdatedNov 3, 2023

ELBMcoclust

Saeidhoseinipour /ELBMcoclust

We unified some latent block models by proposing a flexible ELBM that is extended to SELBM to address the sparse problem by revealing a diagonal structure from sparse datasets. This leads to obtain more homogeneous co-clusters and therefore produce useful, ready-to-use and easy-to-interpret results.

text-mining word-cloud exponential text-summarization sparse-matrix co-clustering latent-block-model coclust

UpdatedMar 21, 2025
Python

arthurfortes /ClusteringAlgorithms

Clustering Algorithms in Python

python clustering co-clustering k-medoids paco

UpdatedAug 21, 2019
Jupyter Notebook

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