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Projects in Awesome Lists tagged with kmeans

A curated list of projects in awesome lists tagged with kmeans .

https://github.com/src-d/kmcuda

Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

afk-mc2 cuda hacktoberfest kmeans knn-search machine-learning python yinyang

Last synced: 07 Aug 2024

https://github.com/EdlinOrg/prominentcolor

golang package to find the K most dominant/prominent colors in an image

color dominant-colors golang kmeans

Last synced: 02 Aug 2024

https://github.com/borchero/pycave

Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.

gaussian-mixture-models kmeans machine-learning markov-model pytorch pytorch-lightning

Last synced: 02 Aug 2024

https://github.com/maksimekin/covid19-literature-clustering

An approach to document exploration using Machine Learning. Let's cluster similar research articles together to make it easier for health professionals and researchers to find relevant research articles.

bokeh classification clustering coronavirus covid-19 dimensionality-reduction kaggle kmeans kmeans-clustering machine-learning pca principal-component-analysis random-forest sgd-classifier sklearn tsne

Last synced: 26 Sep 2024

https://github.com/louisbrulenaudet/apple-ocr

Easy-to-Use Apple Vision wrapper for text extraction, scalar representation and clustering using K-means.

apple clustering kmeans nlp ocr ocr-recognition pyobjc python scatter-plot sklearn

Last synced: 26 Sep 2024

https://github.com/mlampros/clusterr

Gaussian mixture models, k-means, mini-batch-kmeans and k-medoids clustering

affinity-propagation cpp11 gmm kmeans kmedoids-clustering mini-batch-kmeans r rcpparmadillo

Last synced: 29 Sep 2024

https://github.com/mljs/kmeans

K-Means clustering

clustering kmeans

Last synced: 14 Aug 2024

https://github.com/rulixiang/ChangeDetectionPCAKmeans

MATLAB implementation for Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and k-Means Clustering.

change-detection kmeans pca

Last synced: 01 Aug 2024

https://github.com/solzimer/skmeans

Super fast simple k-means implementation for unidimiensional and multidimensional data.

browser centroid cluster fast javascript k-means k-means-clustering kmeans kmeans-algorithm kmeans-clustering multidimensional nodejs unidimensional

Last synced: 31 Jul 2024

https://github.com/angristan/palette

Extract color palette from an image with k-means and k-NN // Project for the AI/ML class at Hanyang University

color-palette flask kmeans knn opencv pandas python scikit-learn

Last synced: 01 Aug 2024

https://github.com/howardyclo/kmeans-dbscan-tutorial

A clustering tutorial with scikit-learn for beginners.

clustering-algorithm dbscan ipython-notebook kmeans scikit-learn tutorial

Last synced: 27 Sep 2024

https://github.com/alexprengere/medoids

K-medoids implementation.

clustering kmeans python

Last synced: 02 Oct 2024

https://github.com/bgu-cs-vil/pdc-dp-means

"Revisiting DP-Means: Fast Scalable Algorithms via Parallelism and Delayed Cluster Creation" [Dinari and Freifeld, UAI 2022]

clustering dpmeans kmeans machine-learning minibatch scikit-learn

Last synced: 29 Sep 2024

https://github.com/rmiguelkelly/quickcluster

A KMeans implemented in C++ with Python bindings and GPU acceleration

clustering clustering-algorithm cpp cuda gpu kmeans kmeans-clustering metal objective-c python python3 unsupervised-learning

Last synced: 29 Sep 2024

https://github.com/pharo-ai/k-means

K-means clustering in Pharo

clustering kmeans kmeans-clustering pharo

Last synced: 03 Aug 2024

https://github.com/jubinjacob03/heartdiseaseclassify-ml

Heart Disease Dataset Analysis & Classification using ML models such as linear, support vector machine, k-means, k-nearest neighbors and logistic regression.

data-analysis data-science data-visualization ipython-notebook kaggle-dataset kmeans knn linear-regression logistic-regression machine-learning matplotlib python seaborn support-vector-machine

Last synced: 27 Sep 2024

https://github.com/navdeep-G/h2o3-gapstat

Estimating the number of clusters in a data set via the gap statistic. Implemented in H2O-3

big-data clustering data-science datascience distributed gap-statistic h2o-3 java kmeans kmeans-clustering machine-learning multithreading open-source

Last synced: 04 Aug 2024

https://github.com/shamikaredkar/kmeans-algorithm-visualizer

The K-Means Visualizer is an interactive web application designed to help users understand and visualize the K-Means clustering algorithm. Through an intuitive interface, users can experiment with different numbers of data points and clusters, and observe how the algorithm iteratively updates centroids and assigns data points to clusters.

bulma css html interactive-visualizations interactive-webpage javascript jquery kmeans kmeans-clustering kmeans-clustering-algorithm machine-learning machine-learning-algorithms ui-design

Last synced: 01 Oct 2024

https://github.com/gabrielmazzotta/nlp-clustering--movie-similarity-from-plot-summaries

A Python-based movie recommendation system leveraging NLP and clustering techniques. This project includes data processing, vectorization of plot summaries, and the implementation of recommendation algorithms to suggest similar movies based on user input.

clustering cosine-similarity hierarchical-clustering kmeans lemmatization nlp recommendation-engine scikit-learn similarity-score spacy tokenization

Last synced: 26 Sep 2024