{ "info": { "author": "Zane Durante", "author_email": "zanedurante@gmail.com", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "# Caispp\n\n## About\nThis package allows for high level ML model creation. It uses Keras with a Tensorflow backend, and was originally created to be used for the curriculum of USC's CAIS++ (Center for AI in Society, Student Branch). \n\n## Use Cases\nThe package currently supports Image Classification.\n\n## Installation\nTo install run `pip install caispp`. This package uses Tensorflow 2.0. \n\n## Example usage\n\nYou can see a jupyter notebook with ouputs in the `examples/` directory. The notebook runs the code below:\n\n```\nfrom caispp import ImageDataset, ImageClassifier, Path\n\npath = Path('example_dataset/') # Path to dataset\ndataset = ImageDataset(path, show_distribution=True)\n\nclassifier = ImageClassifier(dataset)\nclassifier.train(epochs=10)\n\nclassifier.show_history()\n\nclassifier.test(show_distribution=True)\n```\n\n## Build the package\n\nTo build the package run the `build.sh` script in the directory. 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