Top 15 k-means open source projects

Vídeos e códigos do Universo Discreto ensinando o fundamental de Machine Learning em Python. Para mais detalhes, acompanhar a playlist listada.

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Jupyter Notebook python data-science machine-learning random-forest linear-regression machine-learning-algorithms classification k-means k-nearest-neighbours classification-algorithm classification-trees k-means-clustering classification-model

k-means

Code accompanying my blog post on k-means in Python, C++ and CUDA

✭ 56

Cuda C++python machine-learning parallel cuda k-means

pytorch kmeans

Implementation of the k-means algorithm in PyTorch that works for large datasets

✭ 38

python big-data clustering pytorch k-means

tf-example-models

TensorFlow-based implementation of (Gaussian) Mixture Model and some other examples.

✭ 42

python machine-learning neural-network tensorflow cnn gaussian-mixture-models logistic-regression k-means

text-cluster

🍡 文本聚类 k-means算法及实战

✭ 40

python k-means kmeans-clustering kmeans-algorithm k-means-clustering kmeans-clustering-algorithm

SparsifiedKMeans

KMeans for big data using preconditioning and sparsification, Matlab implementation. Aka k-means

✭ 50

matlab c kmeans k-means out-of-core

breathing-k-means

The "breathing k-means" algorithm with datasets and example notebooks

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Jupyter Notebook HTML python jupyter-notebook k-means

online-course-recommendation-system

Built on data from Pluralsight's course API fetched results. Works with model trained with K-means unsupervised clustering algorithm.

✭ 31

python data-science machine-learning-algorithms pandas data-analysis recommender-system up-for-grabs k-means beginner-friendly clustering-algorithm

ClusterAnalysis.jl

Cluster Algorithms from Scratch with Julia Lang. (K-Means and DBSCAN)

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julia machine-learning algorithms clustering cluster k-means dbscan dbscan-clustering k-means-clustering

MoTIS

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

✭ 60

swift C++Objective-C++objective c ruby naacl ai retrieval lsh image-search k-means cross-modal clip knn semantic-search knowledge-distillation k-means-clustering random-projection vector-search

Genetic-Algorithm-on-K-Means-Clustering

Implementing Genetic Algorithm on K-Means and compare with K-Means++

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python cluster genetic-algorithm k-means clustering-algorithm kmeans-clustering

skmeans

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

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

topic modelling financial news

Topic modelling on financial news with Natural Language Processing

✭ 51

Jupyter Notebook nlp sklearn spacy nltk topic-modeling matplotlib tf-idf k-means nlp-stemming latent-dirichlet-allocation nlp-machine-learning dbscan stemming latent-semantic-analysis

R-stats-machine-learning

Misc Statistics and Machine Learning codes in R

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r machine-learning statistics neural-network random-forest clustering regression classification nearest-neighbors k-means decision-trees support-vector-machines hypothesis-testing principal-component-analysis

A-quantum-inspired-genetic-algorithm-for-k-means-clustering

Implementation of a Quantum inspired genetic algorithm proposed by A quantum-inspired genetic algorithm for k-means clustering paper.

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Jupyter Notebook clustering genetic-algorithm quantum-computing k-means

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