https://github.com/0xkibh/datamining-algo

This repository consist data mining algorithm implementation example in python
https://github.com/0xkibh/datamining-algo

apriori-algorithm data datamining fp-growth python

Last synced: 3 months ago
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This repository consist data mining algorithm implementation example in python

• Host: GitHub
• URL: https://github.com/0xkibh/datamining-algo
• Owner: 0xkibh
• Created: 2022-11-29T13:48:44.000Z (over 2 years ago)
• Default Branch: master
• Last Pushed: 2023-02-20T16:22:57.000Z (over 2 years ago)
• Last Synced: 2025-03-20T10:24:06.633Z (3 months ago)
• Topics: apriori-algorithm, data, datamining, fp-growth, python
• Language: Jupyter Notebook
• Homepage:
• Size: 64.5 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: Readme.md

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README

        
# Data Mining Algorithms

## This repository contains example of some data mining algorithm implemented using library in Python programming language

- For Apriori, we have used *mlxtend* libray, for which we need to install it using command  `pip install mlxtend`

- For Frequent Pattern(FP) Growth also, we used *mlxtend* library

- For KMeans, we used *sklearn* library

- Inside Clustering, we have Hierarchical clustering and DBSCAN, which uses *sklearn* and *scipy*

- Similarly for KMediods, we used *sklearn* library

- Inside Classification, we have Naive Bayes and Decision Tree, which uses *sklearn*