KlusterPy

KlusterPy is a simple machine learning library that provides clustering algorithm such as K-Means, K-Medoids, DBSCAN, and Agglomerative Clustering.

Dependencies

1. NumPy
2. Python >= 3

Installation

pip install klusterpy

Example Code

from klusterpy.cluster.dbscan import DBSCAN
from sklearn import datasets
import numpy as np
import pandas as pd

iris_data = datasets.load_iris()
iris_df = pd.DataFrame(data=np.c_[iris_data['data']], columns=iris_data['feature_names'])

dbscan = DBSCAN(epsilon=0.42, min_pts=5).fit(iris_df.values)
dbscan.labels

Contributors

Dewita Sonya 13515021	Erick Wijaya 13515057	Kezia Suhendra 13515063