https://github.com/stephanielees/hdbscan_weeklysales

Time series clustering using HDBSCAN
https://github.com/stephanielees/hdbscan_weeklysales

Last synced: 2 days ago
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Time series clustering using HDBSCAN

• Host: GitHub
• URL: https://github.com/stephanielees/hdbscan_weeklysales
• Owner: stephanielees
• Created: 2024-09-07T14:29:55.000Z (4 months ago)
• Default Branch: main
• Last Pushed: 2024-09-07T14:38:06.000Z (4 months ago)
• Last Synced: 2024-11-08T15:12:39.354Z (about 2 months ago)
• Language: Jupyter Notebook
• Size: 1.26 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# HDBSCAN_WeeklySales

Time series clustering using HDBSCAN

There are two files in this repo:

1. HDBSCAN for time series clustering: explain step by step of how HDBSCAN works

2. Sales clustering with HDBSCAN: apply HDBSCAN to cluster weekly sales transactions of 811 products

The data is from UCI Machine Learning Repository: [link](https://archive.ics.uci.edu/dataset/396/sales+transactions+dataset+weekly)

The link to video demo is [here](https://youtu.be/bvUs8KB--5c)