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k-means

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kzampog / cilantro

Star 1.1k

A lean C++ library for working with point cloud data

clustering point-cloud registration pca segmentation convex-hull k-means reconstruction mds ransac rgbd 3d 3d-visualization icp spectral-clustering convex mean-shift model-fitting iterative-closest-point non-rigid-registration
  • Updated Jun 23, 2025
  • C++

JuliaStats / Clustering.jl

Star 377

A Julia package for data clustering

clustering julia k-means hierarchical-clustering markov-clustering fuzzy-clustering
  • Updated Nov 24, 2025
  • Julia

tsuirak / deeplearning.ai

Star 364

该存储库包含由deeplearning.ai提供的相关课程的个人的笔记和实现代码。

machine-learning deep-learning naive-bayes natural-language linear-regression keras coursera logistic-regression k-means svm-classifier andrew-ng keras-tensorflow tensorflow2
  • Updated Feb 1, 2023
  • Jupyter Notebook

jasonlaska / spherecluster

Star 361

Clustering routines for the unit sphere

scikit-learn sampling k-means circular-statistics clustering-algorithm sphericalclustering von-mises-fisher spherical-k-means directional-statistics
  • Updated Mar 20, 2024
  • Python

derrickburns / generalized-kmeans-clustering

Star 343

Production-ready K-Means clustering for Apache Spark with pluggable Bregman divergences (KL, Itakura-Saito, L1, etc). 6 algorithms, 740 tests, cross-version persistence. Drop-in replacement for MLlib with mathematically correct distance functions for probability distributions, spectral data, and count data.

spark entropy clustering embeddings kullback-leibler-divergence cosine-similarity k-means spark-mllib similarity-search euclidean-distance bregman-divergence itakura-saito-divergence
  • Updated Feb 14, 2026
  • Scala

georgymh / ml-fraud-detection

Star 290

Credit card fraud detection through logistic regression, k-means, and deep learning.

python machine-learning deep-neural-networks kaggle logistic-regression k-means
  • Updated Jan 31, 2018
  • Jupyter Notebook

DwangoMediaVillage / pqkmeans

Star 267

Fast and memory-efficient clustering

computer-vision clustering scikit-learn k-means product-quantization
  • Updated Oct 16, 2023
  • Jupyter Notebook

fsiddh / Machine-Learning-Masters

Star 262

This repository consists content, assignments, assignments solution and study material provided by ineoron ML masters course

python machine-learning machine-learning-algorithms python3 k-means nlp-machine-learning machine-learning-projects machinelearning-python python-projects ineuron ml-masters-with-deployement ineuron-ai
  • Updated Dec 8, 2022
  • Jupyter Notebook

victorqribeiro / groupImg

Star 249

A script in python to organize your images by similarity.

python script machine-learning-algorithms image-classification image-comparison k-means
  • Updated Jul 24, 2026
  • Python

joshlk / k-means-constrained

Star 238

K-Means clustering - constrained with minimum and maximum cluster size. Documentation: https://joshlk.github.io/k-means-constrained

python clustering optimization ml k-means maximum-cluster-sizes minimum-cluster-sizes kmeans-constrained
  • Updated Jul 5, 2026
  • Jupyter Notebook

davecom / ClassicComputerScienceProblemsInSwift

Star 203

Source Code for the Book Classic Computer Science Problems in Swift

swift computer-science neural-network graph-algorithms book constraint-satisfaction-problem k-means genetic-algorithms search-algorithms manning
  • Updated May 23, 2026
  • Swift

sp-nitech / diffsptk

Star 202

A differentiable version of SPTK

python deep-learning signal-processing dsp pytorch lpc stft k-means digital-signal-processing gmm mfcc nmf plp lsp cqt sptk mdct ddsp cepstrum pqmf
  • Updated Sep 16, 2026
  • Python

kjahan / k_means

Star 187

A Python implementation of k-means clustering algorithm

machine-learning clustering python3 k-means kmeans-algorithm k-means-clustering
  • Updated Jun 8, 2023
  • Python

begeekmyfriend / kdtree

Star 180

Absolute balanced kdtree for fast kNN search.

algorithm kd-tree knn-search tree-structure kmeans k-means kd-trees knn k-nearest-neighbours kdtrees
  • Updated Oct 26, 2025
  • C

faridcher / ml-course

Star 173

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

machine-learning neural-network clustering svm linear-regression pca classification recommender-system regularization gradient-descent k-means anomalydetection principal-component-analysis learning-curve
  • Updated Jul 19, 2025
  • R

psaris / funq

Star 143

Source files for "Fun Q: A Functional Introduction to Machine Learning in Q"

machine-learning neural-network clustering naive-bayes linear-regression pagerank collaborative-filtering expectation-maximization logistic-regression kdb q k-means decision-trees k-nearest-neighbours reccomendersystem heirarchical-clustering page-rank neural-network-regression neural-network-classification
  • Updated May 17, 2026
  • q

Edward1Chou / textClustering

Star 133
word2vec tf-idf k-means dbscan text-clustering
  • Updated Jan 4, 2018
  • Jupyter Notebook

mhscience / landslides_detection

Star 129

Machine learning tool to detect landslides from optical satellite imagery

random-forest image-segmentation k-means geomatics google-earth-engine merging-algorithms obia rsgislib object-based-image-analysis landslides-detection optical-satellite-imagery
  • Updated Dec 8, 2022
  • Python

DRSY / MoTIS

Star 127

[NAACL 2022]Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP)

naacl ai retrieval lsh ios-swift image-search k-means cross-modal clip knn semantic-search knowledge-distillation k-means-clustering random-projection vector-search
  • Updated May 11, 2023
  • Swift

zlxy9892 / ml_code

Star 94

A repository for recording the machine learning code

nlp machine-learning deep-learning neural-network clustering tensorflow scikit-learn sklearn cv keras artificial-intelligence mnist pca logistic-regression bayesian apriori k-means svd knn decision-tree
  • Updated Jul 25, 2022
  • Python

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