Gaussian mixture models, k-means, mini-batch-kmeans and k-medoids clustering
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Oct 18, 2025 - R
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affinity-propagation
Here are 35 public repositories matching this topic...
The code for "Label-efficient Segmentation via Affinity Propagation". [NeurIPS2023]
semantic-segmentation affinity-propagation instance-segmentation tree-based weakly-supervised-segmentation label-efficient-segmentation
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Mar 4, 2024 - Python
Image Segmentation using Superpixels, Affinity Propagation and Kmeans Clustering
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Sep 28, 2025 - R
This project shows how to perform customers segmentation using Machine Learning algorithms. Three techniques will be presented and compared: KMeans, Agglomerative Clustering ,Affinity Propagation and DBSCAN.
cluster unsupervised-learning clustering-algorithm kmeans-clustering dbscan-clustering affinity-propagation agglomerative-clustering customer-segmentation-analysis
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Oct 19, 2020 - Jupyter Notebook
Offline and online (i.e., real-time) annotated clustering methods for text data.
visualization wrapper real-time online offline clustering data-stream spectral kmeans cbow tfidf dbscan agglomerative data-stream-clustering hdbscan affinity-propagation mean-shift birch
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Sep 15, 2018 - Jupyter Notebook
[TMM2025] Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation
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Apr 30, 2025 - Python
Node.js / NPM module for creating custom worker pools using child processes.
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Oct 3, 2018 - TypeScript
Predict traffic flow by affinity propagation clustering and LSTM
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Jun 16, 2022 - Python
A curated list of 20 clustering algorithms implemented in or accessible via Scikit-learn 🧠 These algorithms are widely used for unsupervised learning, pattern discovery, and data segmentation.
clustering-algorithm kmeans-clustering fuzzy-cmeans-clustering bayesian-cluster-analysis optics-clustering dbscan-clustering affinity-propagation agglomerative-clustering birch-clustering mean-shift-algorithm feature-agglomerative-clustering
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Oct 26, 2025 - Python
Gaussian mixture modelling - Unsupervised learning
unsupervised clustering uncertainty methylation gaussian expectation-maximization parameter-estimation unsupervised-learning probes em mixture-model propagation mixture-modeling methylation-microarrays principal-component-analysis loci affinity unsupervised-machine-learning affinity-propagation cpgs
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Apr 5, 2017 - R
Cluster Face sorts images based on the faces in it.
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Dec 9, 2023 - Python
Sparse Affinity propagation algorithm in C#
algorithm csharp dotnet clustering dotnetcore machine-learning-algorithms machinelearning sparse-matrix affinity-propagation
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Jul 8, 2021 - C#
genetic-algorithm naive-bayes-classifier neural-networks gradient-descent simulated-annealing decision-trees svm-classifier bootsrapping stochastic-gradient-descent optimzation affinity-propagation k-means-clustering random-forest-classifier mlp-classifier knn-classifier fuzzy-systems bias-variance-tradeoff armijo-backtrack clustering-algorithms q-learning-algorithm
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Jan 31, 2022 - Jupyter Notebook
FormicaX: Rust library with clustering algorithms like K-Means, DBSCAN, and GMM, FormicaX delivers efficient, adaptable insights for trading applications. Inspired by the collaborative and resilient nature of ants (Formica), it offers a modular, high-performance framework for developers and data scientists.
som gaussian-mixture-models gmm dbscan hierarchical-clustering affinity-propagation k-means-clustering self-organizing-maps
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Jul 9, 2025 - Rust
Comparing the clustering algorithms: affinity propagation and k-means and determining the execution time. DBCV Score was estimated.
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Jul 10, 2023 - Jupyter Notebook
Undergraduate thesis for Bachelor in Computer Engineering
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Jul 28, 2023 - Jupyter Notebook
Sklearn, K-means Clustering, Hierarchical Clustering, DBSCAN, Mean Shift Clustering, Gaussian Mixture Models (GMM), Spectral Clustering, Affinity Propagation, OPTICS (Ordering Points to Identify the Clustering Structure), Birch (Balanced Iterative Reducing and Clustering using Hierarchies), marketing_campaign
marketing machine-learning clustering-algorithm hierarchical-clustering optics-clustering dbscan-clustering affinity-propagation spectral-clustering mean-shift k-means-clustering birch-clustering gaussianmixture-clustering
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Jun 16, 2023 - Jupyter Notebook
Automatic Playlist Generation with Machine Learning
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Aug 8, 2018 - Jupyter Notebook
From the list of files, there are set of words , The task is to create subclustres for each file
python3 matrix-multiplication nltk levenshtein-distance filehandling sets affinity-propagation clusture
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May 16, 2018 - Python
👩🏻🚀 1-Data Miining Main Repo -focusing on unsupervised learning methods (clustering, PCA, dictionary learning, anomaly detection) applied to real-world projects for third-sector organizations. Results are shared publicly in open repositories and community platforms.
statistics dictionary-learning data-mining-algorithms simulation-modeling normalization unsupervised-machine-learning affinity-propagation mean-shift correlation-matrix k-means-clustering elbow-method principal-component-analysis-pca silhouette-score data-cleaning-and-preprocessing projects-in-class-presentation
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Oct 27, 2025 - Jupyter Notebook
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