clustering-algorithm

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Here are 41 public repositories matching this topic...

howardyclo / kmeans-dbscan-tutorial

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A clustering tutorial with scikit-learn for beginners.

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

Updated Feb 7, 2017
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alex01001 / Machine-Learning-for-Customers-Segmentation

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Unsupervised learning techniques applied on product spending data collected for customers of a wholesale distributor to identify customer segments hidden in the data.

machine-learning silhouette clustering-algorithm customer-segmentation

Updated Jan 19, 2019
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lmego / customer_segments

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Creating Customer Segments - 4th project for Udacity's Machine Learning Nanodegree

machine-learning udacity clustering pca gaussian-mixture-models dimensionality-reduction outlier-detection unsupervised-learning udacity-nanodegree clustering-algorithm creating-customer-segments scatter-matrix feature-scaling feature-transformation biplot

Updated Feb 9, 2017
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xetaxe / ToMATo-Notebook

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Jupyter Notebook: documentation of the implementation of the ToMATo algorithm to the GUDHI library (Topological Data Analysis), using real datasets.

python topology clustering jupyter-notebook data-visualization maths clustering-algorithm tda

Updated Sep 13, 2023
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AVJdataminer / DTW

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Dynamic Time Warping model with hierarchical clustering

r time-series dtw clustering-algorithm

Updated Aug 29, 2018
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RAVI-CHANDRIKA-05 / Customer-Segmentation-Unsupervised-Learning

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In this project, I will be performing an unsupervised clustering of customer's records from a Retail Chain.

clustering-algorithm customer-segmentation retail-data

Updated Mar 8, 2024
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jnikhilreddy / Visualize-PCA-Auto-encoder-And-K-Means-Clustering

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code for Visualizing and Understanding the Relationship between PCA, Auto encoder and K-Means Clustering.

machine-learning clustering machine-learning-algorithms autoencoder autoencoders principal-component-analysis clustering-algorithm kmeans-clustering iris-dataset imdb-dataset

Updated Feb 26, 2020
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sanjuhyacinth / PGP-BABI

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The projects displayed are part of my course in Great Learning - Business Analytics and Business Intelligence

Updated Oct 10, 2020
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Python implementation of K-Means Clustering algorithm for unsupervised learning. Efficiently groups data points into clusters based on similarity. Simple yet powerful tool for data exploration, segmentation, and pattern recognition tasks in various fields.

python data-science machine-learning clustering kmeans clustering-algorithm kmeans-clustering kmeans-algorithm

Updated Apr 13, 2024
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jaygshah / CSE-573-Final-Project-Document-Clustering-and-Visualization

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Github Repo for CSE 573 project : Document Clustering and 3D Visualization

clustering pca-analysis lda tsne clustering-algorithm document-clustering 3d-visualization 20-newsgroup reuters-corpus tsne-plot

Updated May 2, 2019
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Saravanan9698 / Saravanan.Github.io

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Welcome to my Data Science Portfolio! I'm Saravanan — an IITM Pravartak Certified Data Science Professional with practical experience building end-to-end ML and Deep Learning solutions across healthcare, finance, e-commerce along with NLP and GEN AI Domains. This portfolio highlights my work on real-world data-driven projects.

python nlp machine-learning sql deep-learning tensorflow numpy plotly transformers pandas pytorch seaborn matplotlib clustering-algorithm classification-algorithm regression-algorithms langchain gen-ai

Updated May 16, 2025
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guglielmosanchini / ClustVizGUI

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GUI version of https://github.com/guglielmosanchini/ClustViz

visualization gui clustering chameleon metis clustering-algorithm hierarchical-clustering optics-clustering dbscan-clustering hdbscan agglomerative-clustering birch clarans denclue

Updated Jun 11, 2020
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bailus / kmean

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Extracting the dominant colours from an image using k-means clustering.

machine-learning image-processing web-worker clustering-algorithm

Updated Mar 1, 2022
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ManarAlharbi / DSND-Term1-Identify_Customer_Segments

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Apply unsupervised learning techniques to identify customers segments.

cluster machine-learning-algorithms imputation dimensionality-reduction missing-data feature-engineering unsupervised-learning principal-component-analysis clustering-algorithm kmeans-clustering feature-scaling feature-transformation udacity-data-science-nanodegree standardscaler missing-data-imputation identify-customers-segments onehotencoder

Updated May 23, 2020
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moreirab / customer-segments

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Machine Learning Engineer Nanodegree, Unsupervised Learning, Creating Customer Segments

Updated Jan 6, 2019
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blmass / ts-clustering

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Time series clustering studies

time-series clustering-algorithm time-series-analysis

Updated Mar 17, 2019
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korkridake / DTSA-5510-Spotify-Million-Song

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I leverage the Spotify Million Song Dataset, which includes song titles, artist names, song links, and lyrics. I compare popular clustering techniques and implement a simple recommendation system ♫⋆｡♪ ₊˚♬ ﾟ.

spotify data kaggle recommendation-system machinelearning clustering-algorithm k-means-clustering datascience-machinelearning msds