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gaussian-mixture-models

Here are 23 public repositories matching this topic...

bhanu-kanamarlapudi / Covid_19-Michigan

Michigan Covid-19 prediction

pandas python3 gaussian-mixture-models mlp-regressor multi-linear-regression rmse-score

Updated Feb 27, 2024
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en-ashay / Creating-Customer-Segment-

Final project Of machine learning Nanodegree (Unsupervised Learning)

clustering jupyter-notebook gaussian-mixture-models udacity-machine-learning-nanodegree unsupervised-machine-learning machinelearningprojects

Updated Aug 22, 2018
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myakhnis / customer_segments

machine-learning clustering gaussian-mixture-models kmeans unsupervised-learning

Updated Mar 4, 2018
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Niangmohamed / Mixture-of-Balls-With-Different-Volumes

Unsupervised Learning: Mixture of Balls With Different Volumes.

gaussian-mixture-models gaussian-mixture-model expectation-maximization-algorithm kmeans-clustering unsupervised-machine-learning spectral-clustering unsupervised-clustering cmeans

Updated Feb 10, 2022
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ahmedhumza94 / customer_segments

Unsupervised clustering of the UCI Wholesale Customer Spending Dataset

python jupyter-notebook gaussian-mixture-models principal-component-analysis

Updated Jan 16, 2018
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aleronarjun / Customer-Segmentation

An ML model which uses Gaussian Mixture Model clustering to classify customers.

python machine-learning jupyter-notebook gaussian-mixture-models segmentation unsupervised-learning kmeans-clustering

Updated Jun 26, 2018
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AlessiaTaboga / customer_segments

Project - Creating customer segments | Unsupervised learning | Python | PCA | Gaussian Mixture Model

python pca gaussian-mixture-models unsupervised-machine-learning customer-segmentation

Updated Feb 17, 2023
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adityasahastrabudhe01 / customer_segments

Udacity Machine Learning Engineer Nanodegree Unsupervised Learning Project: Creating Customer Segments

python machine-learning udacity jupyter-notebook pca gaussian-mixture-models unsupervised-learning clustering-algorithm udacity-machine-learning-nanodegree customer-segments

Updated May 12, 2018
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ashva7 / customer_segments

Customer Segments - Machine Learning Nanodegree from Udacity

machine-learning udacity clustering heatmap machine-learning-algorithms pca-analysis pca gaussian-mixture-models dimensionality-reduction outlier-detection k-means unsupervised-learning udacity-nanodegree scatter-matrix feature-transformation biplot udacity-machine-learning-nanodegree unsupervised-machine-learning k-means-clustering customer-segments

Updated Oct 15, 2018
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vickiwang2020 / creditcardcustomersegementation

Use the credit card customer database to segement the groups by taking into account their spending patterns as well as past interactions with the bank

gaussian-mixture-models k-means k-medoids

Updated Jun 2, 2022
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ravilkashyap / SIH

Comparision of human voice samples

python django gaussian-mixture-models

Updated Apr 24, 2018
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fauxneticien / kaytetye-medial-vowels

Processing scripts and datasets for a project on medial vowels in Kaytetye

r gaussian-mixture-models phonetics vowels australian-languages

Updated Jun 29, 2019
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akshayratnawat / KMeans-and-Gaussian-Mixture-Classification

The project explores KMeans and Gaussian Mixture Algorithms to classify the Boston Housing Dataset into different groups based on different parameters.

gaussian-mixture-models kmeans-clustering

Updated Jan 31, 2021
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nishant1005 / customer_segments

Unsupervised Learning ML project

python machine-learning gaussian-mixture-models unsupervised-learning

Updated Aug 3, 2017
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Rajat-dhyani / creating_customer_segments

In this project I have used unsupervised learning techniques to see if any similarities exist between customers, and how to best segment customers into distinct categories using a real-world dataset

python machine-learning numpy scikit-learn pandas pca gaussian-mixture-models unsupervised-learning kmeans-clustering

Updated Jul 25, 2017
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sohrabrahimi / Customer-Segment-Analysis

In this project I use unsupervised learning techniques to identify different segments of costumers with different preferences for optimizing product delivery.

gaussian-mixture-models unsupervised-learning kmeans-clustering

Updated Aug 12, 2017
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JuzerShakir / Creating-Customer-Segments

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

Updated Sep 30, 2018
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xryanyjy / LSB_CMM_Matlab

Partial Label Learning based on GMM

matlab semi-supervised-learning expectation-maximization gaussian-mixture-models maximum-likelihood

Updated Oct 29, 2016
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ragamarkely / customer_segments

PCA and Gaussian Mixture Model Clustering to uncover hidden segments in customer purchase data.

clustering pca gaussian-mixture-models dimensionality-reduction

Updated Jul 27, 2017
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lmego / customer_segments

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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