https://github.com/mohamedsebaie/algorithm-workshop-in_python-iti_clustering_project

Clustering Algorithms (KMeans, MeanShift, (Merged KMean and MeanShift) and DBSCAN)
https://github.com/mohamedsebaie/algorithm-workshop-in_python-iti_clustering_project

algorithm algorithms clustering dbscan dbscan-algorithm dbscan-clustering dbscan-clustering-algorithm dbscan-clusters kmeans kmeans-algorithm kmeans-clustering kmeans-clustering-algorithm kmeansclustering machine-learning-algorithms meanshift meanshift-clustering python unsupervised-clustering unsupervised-learning-algorithms unsupervised-machine-learning

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Clustering Algorithms (KMeans, MeanShift, (Merged KMean and MeanShift) and DBSCAN)

Host: GitHub
URL: https://github.com/mohamedsebaie/algorithm-workshop-in_python-iti_clustering_project
Owner: MohamedSebaie
Created: 2021-07-13T15:31:45.000Z (almost 4 years ago)
Default Branch: main
Last Pushed: 2021-07-22T21:10:11.000Z (almost 4 years ago)
Last Synced: 2025-01-21T12:28:31.525Z (5 months ago)
Topics: algorithm, algorithms, clustering, dbscan, dbscan-algorithm, dbscan-clustering, dbscan-clustering-algorithm, dbscan-clusters, kmeans, kmeans-algorithm, kmeans-clustering, kmeans-clustering-algorithm, kmeansclustering, machine-learning-algorithms, meanshift, meanshift-clustering, python, unsupervised-clustering, unsupervised-learning-algorithms, unsupervised-machine-learning
Language: Jupyter Notebook
Homepage:
Size: 15 MB
Stars: 2
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

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README

# Algorithm-WorkShop-In_Python-ITI_Clustering_Project
DBSCAN vs Merging Mean-Shift with K-Means (Mean shift and K-Means algorithm are two similar clustering algorithms; both of them extract information from data with some kind of mean vector operations. compare these two algorithms and show a way, with VisuMap software, to combine them to get much better clustering tools.)
# K-Means , Mean-Shift and DBSCAN from Scratch
# Team Members GR3 ITI:

1- Abdullah Abdelhakeem
2- Mohamed Mostafa
3- ElShaimaa Hassan
4- Mohamed Sebaie
5- Osama Ahmed
6- Lamiaa Omar
# Date:
- 13 July 2021
# Version:
- 0.0.1

# About
- Clustering
- K-Means Algorithm
- Mean Shift Algorithm
- Merge Between K-Mean and Mean Shift
- DBSCAN Algorithm