https://github.com/freakwill/semi-kmeans
Semi supervised k-means algo.
https://github.com/freakwill/semi-kmeans
Last synced: about 2 months ago
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Semi supervised k-means algo.
- Host: GitHub
- URL: https://github.com/freakwill/semi-kmeans
- Owner: Freakwill
- Created: 2024-09-08T03:06:47.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-09-08T03:08:53.000Z (almost 2 years ago)
- Last Synced: 2025-03-21T17:55:47.936Z (over 1 year ago)
- Language: Python
- Size: 3.91 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# semi-kmeans
Semi supervised k-means algo.
```python
#!/usr/bin/env python
import numpy as np
from sklearn.model_selection import train_test_split
from semi_kmeans import *
from sklearn.cluster import KMeans
from sklearn import datasets
digits = datasets.load_digits()
X, y = digits.data, digits.target
from sklearn.decomposition import PCA
pca = PCA(n_components=2)
X = pca.fit_transform(X)
n_clusters = 4
X = X[y