Unsupervised Clustering in Machine Learning
License: MIT License
Implementing heirarchical and K means clustering algorithms in python
Download the repository and run it using:
Anaconda == 3
| File | Information |
|---|---|
| Clusters.csv | Dataset for clustering |
| U1-hc.py | Heirarchical clustering |
| U2-kmeans.py | K means clustering |
| U3-affinitypropagation.py | affinity propagation |
| U4-birch.py | BIRCH |
| U5-dbscan.py | DBSCAN |
| U6-minibatchkmeans.py | Mini Batch Kmeans |
| U7-meanshift.py | MeanShift |
| U8-optics.py | OPTICS |
| U9-spectralcluster.py | Spectral Clustering |
| U10-gmm.py | Gaussian mixture models |
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