{ "info": { "author": "Alan Bi", "author_email": "alan.bi326@gmail.com", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "# BasicML\n\nBasicML is a Python package containing implementations of basic machine learning algorithms. Below is a list of all the ML models that come with this package: \n\n**Regression:** \n- LinearRegression\n\n**Classification:** \n- DecisionTree\n- KNearestNeighbors\n- LogisticRegression\n- NeuralNetwork\n\n**Clustering**\n- KMeans\n\n## Installation: \n\nInstall using pip:\n\n`pip install basic-ml`\n\n\n## Usage\n\n```python\nimport numpy as np \nfrom ml import LinearRegression \n\n# Replace with your own data\ntrn_X, trn_y, tst_X, tst_y = np.ones(1), np.ones(1), np.ones(1), np.ones(1) \n\nlr = LinearRegression() \nlr.fit(trn_X, trn_y) \n\npredictions = lr.predict(tst_X) \nprint('Predicted: {}\\nActual: {}'.format(predictions, tst_y))\n```\n\nTo see example code, open/run any of the 6 main Python files in the `ml` folder.\n\n## Contact\n\nReach out to me at [alan.bi326@gmail.com](mailto:alan.bi326@gmail.com) for questions and feedback!\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/alankbi/basic-ml", "keywords": "", "license": "", "maintainer": "", "maintainer_email": "", "name": "basic-ml", "package_url": "https://pypi.org/project/basic-ml/", "platform": "", "project_url": "https://pypi.org/project/basic-ml/", "project_urls": { "Homepage": "https://github.com/alankbi/basic-ml" }, "release_url": "https://pypi.org/project/basic-ml/1.0.0/", "requires_dist": null, "requires_python": ">=3.6", "summary": "A lightweight package for basic machine learning needs", "version": "1.0.0" }, "last_serial": 5766045, "releases": { "1.0.0": [ { "comment_text": "", "digests": { "md5": "e954b7682c058c5f3c5341a7f493a8d8", "sha256": "5e4d8911d2bd5ce0919f3aaf20b6e81be790a32628dabc4c1585c3bd62afd889" }, "downloads": -1, "filename": "basic_ml-1.0.0-py3-none-any.whl", "has_sig": false, "md5_digest": "e954b7682c058c5f3c5341a7f493a8d8", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": ">=3.6", "size": 14751, "upload_time": "2019-09-01T04:40:43", "url": "https://files.pythonhosted.org/packages/b0/49/0cfc3e34d39e92486fbabef86826b03586ed1421071364ff86d97bae4baf/basic_ml-1.0.0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "abb3ef88104511361169cfc330813e7d", "sha256": "7fd2f84c2a89b0b923e5b1eb93ba73783127ed1f246dcb88df50113a3b7974ef" }, "downloads": -1, "filename": "basic-ml-1.0.0.tar.gz", "has_sig": false, "md5_digest": "abb3ef88104511361169cfc330813e7d", "packagetype": "sdist", "python_version": "source", "requires_python": ">=3.6", "size": 8740, "upload_time": "2019-09-01T04:40:45", "url": "https://files.pythonhosted.org/packages/20/f1/b1c4804bbe25f3f22ce09bbbbcb2adb9a68447ff137507bf1dcf19ffcba8/basic-ml-1.0.0.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "e954b7682c058c5f3c5341a7f493a8d8", "sha256": "5e4d8911d2bd5ce0919f3aaf20b6e81be790a32628dabc4c1585c3bd62afd889" }, "downloads": -1, "filename": "basic_ml-1.0.0-py3-none-any.whl", "has_sig": false, "md5_digest": "e954b7682c058c5f3c5341a7f493a8d8", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": ">=3.6", "size": 14751, "upload_time": "2019-09-01T04:40:43", "url": "https://files.pythonhosted.org/packages/b0/49/0cfc3e34d39e92486fbabef86826b03586ed1421071364ff86d97bae4baf/basic_ml-1.0.0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "abb3ef88104511361169cfc330813e7d", "sha256": "7fd2f84c2a89b0b923e5b1eb93ba73783127ed1f246dcb88df50113a3b7974ef" }, "downloads": -1, "filename": "basic-ml-1.0.0.tar.gz", "has_sig": false, "md5_digest": "abb3ef88104511361169cfc330813e7d", "packagetype": "sdist", "python_version": "source", "requires_python": ">=3.6", "size": 8740, "upload_time": "2019-09-01T04:40:45", "url": "https://files.pythonhosted.org/packages/20/f1/b1c4804bbe25f3f22ce09bbbbcb2adb9a68447ff137507bf1dcf19ffcba8/basic-ml-1.0.0.tar.gz" } ] }