{ "info": { "author": "Erick Wijaya", "author_email": "wijaya.erick52@gmail.com", "bugtrack_url": null, "classifiers": [ "Intended Audience :: Developers", "Intended Audience :: Education", "Intended Audience :: Information Technology", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3", "Topic :: Education", "Topic :: Scientific/Engineering :: Artificial Intelligence" ], "description": "# KlusterPy\nKlusterPy is a simple machine learning library that provides clustering algorithm such as \n[K-Means](https://en.wikipedia.org/wiki/K-means_clustering), \n[K-Medoids](https://en.wikipedia.org/wiki/K-medoids), \n[DBSCAN](https://en.wikipedia.org/wiki/DBSCAN), and \n[Agglomerative Clustering](https://en.wikipedia.org/wiki/Hierarchical_clustering). \n\n# Dependencies\n1. NumPy\n2. Python >= 3\n\n# Installation\n```\npip install klusterpy\n```\n\n# Example Code\n```python\nfrom klusterpy.cluster.dbscan import DBSCAN\nfrom sklearn import datasets\nimport numpy as np\nimport pandas as pd\n\niris_data = datasets.load_iris()\niris_df = pd.DataFrame(data=np.c_[iris_data['data']], columns=iris_data['feature_names'])\n\ndbscan = DBSCAN(epsilon=0.42, min_pts=5).fit(iris_df.values)\ndbscan.labels\n```\n\n# Contributors\n| [
Dewita Sonya
13515021
](https://github.com/dewitast) | [
Erick Wijaya
13515057
](https://github.com/wijayaerick) | [
Kezia Suhendra
13515063
](https://github.com/keziasuhendra) |\n| :---: | :---: | :---: |\n\n\n", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/wijayaerick/klusterpy", "keywords": "", "license": "", "maintainer": "", "maintainer_email": "", "name": "klusterpy", "package_url": "https://pypi.org/project/klusterpy/", "platform": "", "project_url": "https://pypi.org/project/klusterpy/", "project_urls": { "Homepage": "https://github.com/wijayaerick/klusterpy" }, "release_url": "https://pypi.org/project/klusterpy/0.0.2/", "requires_dist": [ "numpy" ], "requires_python": ">=3", "summary": "Python Machine Learning Clustering Library", "version": "0.0.2" }, "last_serial": 4399377, "releases": { "0.0.2": [ { "comment_text": "", "digests": { "md5": "06d826355764f17502d17089072ad642", "sha256": "86064b4fb9f86e0c13dcfe8e71288f0226d910e28187fd1c1aa735f7e48c8654" }, "downloads": -1, "filename": "klusterpy-0.0.2-py3-none-any.whl", "has_sig": false, "md5_digest": "06d826355764f17502d17089072ad642", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": ">=3", "size": 7112, "upload_time": "2018-10-21T12:35:19", "url": "https://files.pythonhosted.org/packages/a3/3f/0c19a51658a9727bdd32eb1dd7a06752b3e2b2c145de6b5049e54a29dc1d/klusterpy-0.0.2-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "2ec85bc290b7bc6c9d8a0fc8b773eeb0", "sha256": "94376163481d247cc052649832546b13b098b73300ce3077af56e79618f63bc3" }, "downloads": -1, "filename": "klusterpy-0.0.2.tar.gz", "has_sig": false, "md5_digest": "2ec85bc290b7bc6c9d8a0fc8b773eeb0", "packagetype": "sdist", "python_version": "source", "requires_python": ">=3", "size": 5198, "upload_time": "2018-10-21T12:35:22", "url": "https://files.pythonhosted.org/packages/d4/61/616151c28ed062c8dec7b4548c0ef74c9016b1190ffee9a90e90586e9cd0/klusterpy-0.0.2.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "06d826355764f17502d17089072ad642", "sha256": "86064b4fb9f86e0c13dcfe8e71288f0226d910e28187fd1c1aa735f7e48c8654" }, "downloads": -1, "filename": "klusterpy-0.0.2-py3-none-any.whl", "has_sig": false, "md5_digest": "06d826355764f17502d17089072ad642", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": ">=3", "size": 7112, "upload_time": "2018-10-21T12:35:19", "url": "https://files.pythonhosted.org/packages/a3/3f/0c19a51658a9727bdd32eb1dd7a06752b3e2b2c145de6b5049e54a29dc1d/klusterpy-0.0.2-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "2ec85bc290b7bc6c9d8a0fc8b773eeb0", "sha256": "94376163481d247cc052649832546b13b098b73300ce3077af56e79618f63bc3" }, "downloads": -1, "filename": "klusterpy-0.0.2.tar.gz", "has_sig": false, "md5_digest": "2ec85bc290b7bc6c9d8a0fc8b773eeb0", "packagetype": "sdist", "python_version": "source", "requires_python": ">=3", "size": 5198, "upload_time": "2018-10-21T12:35:22", "url": "https://files.pythonhosted.org/packages/d4/61/616151c28ed062c8dec7b4548c0ef74c9016b1190ffee9a90e90586e9cd0/klusterpy-0.0.2.tar.gz" } ] }