Metadata-Version: 2.1
Name: klusterpy
Version: 0.0.2
Summary: Python Machine Learning Clustering Library
Home-page: https://github.com/wijayaerick/klusterpy
Author: Erick Wijaya
Author-email: wijaya.erick52@gmail.com
License: UNKNOWN
Description: # KlusterPy
        KlusterPy is a simple machine learning library that provides clustering algorithm such as 
        [K-Means](https://en.wikipedia.org/wiki/K-means_clustering), 
        [K-Medoids](https://en.wikipedia.org/wiki/K-medoids), 
        [DBSCAN](https://en.wikipedia.org/wiki/DBSCAN), and 
        [Agglomerative Clustering](https://en.wikipedia.org/wiki/Hierarchical_clustering). 
        
        # Dependencies
        1. NumPy
        2. Python >= 3
        
        # Installation
        ```
        pip install klusterpy
        ```
        
        # Example Code
        ```python
        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
        | [<img src="https://avatars0.githubusercontent.com/u/22999475?s=400&v=4" width=60px style="border-radius: 50%;"><br /><sub>Dewita Sonya<br />13515021</sub>](https://github.com/dewitast) | [<img src="https://avatars0.githubusercontent.com/u/20073050?s=400&u=881e4c44f50167fb8b447e608d8234d9adf369df&v=4" width=60px style="border-radius: 50%;"><br /><sub>Erick Wijaya<br />13515057</sub>](https://github.com/wijayaerick) | [<img src="https://avatars0.githubusercontent.com/u/26085823?s=400&v=4" width=60px style="border-radius: 50%;"><br /><sub>Kezia Suhendra<br />13515063</sub>](https://github.com/keziasuhendra) |
        | :---: | :---: | :---: |
        
Platform: UNKNOWN
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Information Technology
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Education
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3
Description-Content-Type: text/markdown
