A C++ implementation of simple k-means clustering algorithm.
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Jul 28, 2021 - C++
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kmeans-clustering-algorithm
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🍡 文本聚类 k-means算法及实战
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Jan 22, 2019 - Python
Parallel & lightning fast implementation of available classic and contemporary variants of the KMeans clustering algorithm
clustering julia parallel-computing kmeans-clustering kmeans-clustering-algorithm mlj mlj-unsupervised
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Oct 21, 2024 - Julia
color recognition methods(kmeans and hsv)
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May 8, 2018 - Python
Python Implementation of k-means clustering
python machine-learning data-mining machine-learning-algorithms matplotlib kmeans-clustering kmeans-clustering-algorithm
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Nov 14, 2021 - Python
Clustering Visualizer is a Web Application for visualizing popular Machine Learning Clustering Algorithms (K-Means, DBSCAN, Mean Shift, etc.).
machine-learning machine-learning-algorithms dbscan kmeans-clustering hierarchical-clustering mean-shift kmeans-clustering-algorithm dbscan-clustering-algorithm
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Apr 23, 2024 - TypeScript
python machine-learning text-mining linear-regression regular-expression pandas seaborn collaborative-filtering pca-analysis expectation-maximization data-analysis logistic-regression matplotlib spam-classification marketing-analytics rfm-analysis kmeans-clustering-algorithm nltk-python
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Aug 26, 2023 - Jupyter Notebook
Implementing Kmeans on a College Students database based on their iq and cgpa and using creating linear regression model to predict the clusters students belong to
machine-learning linear-regression machine-learning-algorithms algorithm-challenges kmeans-clustering kmeans-clustering-algorithm
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Jul 16, 2022 - Jupyter Notebook
K Means Clustering - Unsupervised learning
machine-learning machine-learning-algorithms artificial-intelligence supervised-learning machinelearning kmeans kmeans-clustering kmeans-algorithm supervised-machine-learning kmeans-clustering-algorithm
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Jun 9, 2019 - Jupyter Notebook
Python implementation of basic machine learning algorithms
genetic-algorithm gaussian-mixture-models artificial-neural-networks pyth gmm decision-tree-classifier knn-classification id3-algorithm kmeans-clustering-algorithm
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Oct 25, 2018 - Python
Develop a customer segmentation to define marketing strategy. Used PCA to reduce dimensions of the dataset and KMeans++ clustering technique is used for clustering and profiling of clusters.
clustering dimensionality-reduction silhouette principal-component-analysis kmeans-clustering kmeans-plus-plus kmeans-clustering-algorithm
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Jul 27, 2019 - Jupyter Notebook
An improved k-means clustering algorithm with improved centroid selection and clustering functions
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May 8, 2018 - Python
List of mini projects done in R programming language to learn and master it
data-science ggplot2 random-forest linear-regression data-visualization data-analysis predictive-analytics rprogramming kmeans-clustering-algorithm
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Mar 28, 2020 - Jupyter Notebook
Using a modified weighted K-means clustering model with custom distance to find the optimal distribution centers
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Jan 8, 2021 - Jupyter Notebook
Using a Kaggle dataset, customer personality was analysed on the basis of their spending habits, income, education, and family size. K-Means, XGBoost, and SHAP Analysis were performed.
python machine-learning xgboost kmeans kmeans-clustering xgboost-algorithm xgboost-model kmeans-clustering-algorithm shapley-additive-explanations customer-personas shap-analysis customer-personality-analysis
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Nov 4, 2021 - Jupyter Notebook
K-mean clustering
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Apr 9, 2019 - Python
ML Algorithm implementation from scratch for practice
python machine-learning machine-learning-algorithms machine-learning-practice scratch-implementation kmeans-clustering-algorithm
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Dec 9, 2017 - Python
Naive Implementation of Machine Learning Algorithms in distributed frameworks MapReduce and Spark
spark hadoop pyspark mapreduce kmeans knn kmeans-clustering hadoop-mapreduce kmeans-algorithm knn-classification mapreduce-java knn-classifier kmeans-clustering-algorithm bisecting-kmeans mapreduce-algorithm bisecting-kmeans-clustering
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Nov 15, 2019 - Scilab
Machine Learning Code Implementations in Python
numpy rbf-kernel pytorch neural-networks mnist-classification representation-learning principal-component-analysis kmeans-clustering lasso-regression central-limit-theorem kmeans-clustering-algorithm kernel-ridge-regression polynomial-kernel self-supervised-learning regularized-logistic-regression coordinate-descent-algorithm native-python simclr lloyds-algorithm vision-representations
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May 9, 2024 - Python
The IBM Applied Data Science Capstone: The Battle of the Neighborhoods. The project is to cluster Toronto neighborhoods using KMeans to find the best location for starting a coffee shop business.
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Sep 18, 2021 - Jupyter Notebook
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