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gaussian-mixture-models

Here are 26 public repositories matching this topic...

0xzkzhao / Wind-Speed-Analysis

An elegant probability model for the joint distribution of wind speed and direction.

gaussian-mixture-models wind-speed

Updated Jan 13, 2018
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Wei2624 / AI_Learning_Hub

AI Learning Hub for Machine Learning, Deep Learning, Computer Vision and Statistics

machine-learning statistics deep-neural-networks deep-learning machine-learning-algorithms generative-model gaussian-mixture-models regularization expectation-maximization-algorithm variational-inference svm-classifier learningnotes learning-theory k-means-clustering perceptron-learning-algorithm discriminant-analysis

Updated Oct 6, 2022
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applied-geodesy / bundle-adjustment

Bundle Adjustment for Close-Range Photogrammetry

least-squares geodesy gaussian-mixture-models dispersion photogrammetry bundle-adjustment covariance-matrix metrology adjustment-computations geodesic-algorithm adjustment applied-geodesy

Updated Apr 28, 2026
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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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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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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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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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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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JBris / generative-stat-models

Testing out statistical models for generating synthetic tabular data.

hmm tabular-data gaussian-mixture-models hidden-markov-model gaussian-mixture-model copula hmmlearn synthetic-data vector-autoregression synthetic-dataset-generation copulas

Updated Aug 8, 2025
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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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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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ashva7 / customer_segments

Customer Segments - Machine Learning Nanodegree from Udacity

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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AmudhanManimaran / Emotion-Detection-Through-Colors-Analysis

python machine-learning gaussian-mixture-models unsupervised-learning affective-computing kmeans-clustering explainable-ai computational-aesthetics color-psychology feature-extraction-pipeline semantic-image-retrieval

Updated Mar 12, 2026
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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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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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AmudhanManimaran / RGB-Manifold-Emotion-Detection-Pipeline

python machine-learning feature-extraction gaussian-mixture-models unsupervised-learning affective-computing kmeans-clustering explainable-ai computational-aesthetics color-psychology semantic-image-retrieval

Updated Mar 12, 2026
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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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