https://github.com/sethuiyer/document-clusterer
Document clustering using PCA from scratch using numpy and scipy.
https://github.com/sethuiyer/document-clusterer
corpus document-clustering
Last synced: 8 months ago
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Document clustering using PCA from scratch using numpy and scipy.
- Host: GitHub
- URL: https://github.com/sethuiyer/document-clusterer
- Owner: sethuiyer
- Created: 2016-07-09T05:32:36.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2016-07-09T07:07:57.000Z (over 9 years ago)
- Last Synced: 2025-04-19T08:33:59.944Z (8 months ago)
- Topics: corpus, document-clustering
- Language: Python
- Homepage:
- Size: 4.7 MB
- Stars: 3
- Watchers: 1
- Forks: 6
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Document-Clusterer
A simple document cluster using single value decomposition on a corpus of CNN-stories.
*cleaning.py*: Processes the directory of cnn-stories and produces a useful json file
*model.py*: Main program which does the clustering
#TODO
Make a blog post explaining about the same