{ "info": { "author": "Ish Hassan", "author_email": "ishassan90@gmail.com", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.7" ], "description": "# Helpful Package For Custom Transformers To Use In Sklearn Pipelines\n\n## Installation\n`pip install scikit-learn-pipeline-utils`\n\n## Quick Start\n```\nfrom sklearn_pipeline_utils import DFSelector\nfrom sklearn.pipeline import Pipeline\nimport pandas as pd\n\ndf = pd.DataFrame({\n \"col1\": [\"a\", \"b\", \"a\"],\n \"col2\": [1, 2, 3]\n})\n\npipeline = Pipeline([\n (\"dfselectcol1\", DFSelector(\"col1\"))\n ])\n\nprint(pipeline.transform(df))\n'''\nexpected result:\n col1\n0 a\n1 b\n2 a\n'''\n```\n\n## Dataframe Transformers List\n1. DFSelector\n2. DFObjectSelector\n3. DFFeatureUnion\n4. DFImputer\n5. DFImputerMostFrequent\n6. DFOrdinalEncoder\n7. 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