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        "author": "Eitan Kosman",
        "author_email": "eitan.kosman@gmail.com",
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            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Topic :: Software Development :: Libraries"
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        "description": "# Keras Utils\n\nThis package provides utilities for Keras, such as modified callbacks, genereators, etc.\n\n## Installation\n\nTo install the package from the PyPi repository you can execute the following\ncommand:\n```sh\npip install keras-utils\n```\n\n## Usage\n\nThe usage of the package is simple:\n```py\nimport keras\nimport keras_utils\n\n# build your model\nmodel = get_model(input_shape, num_classes=num_classes, reserve_layers=reserve_layers)\n\n# build your train-set & validation-set generators\ntrain_generator = ImageDataGenerator().flow_from_directory(\n        train_images_path,\n        target_size=target_size,\n        batch_size=batch_size,\n        color_mode='rgb',\n        class_mode='categorical',\n        seed=seed,\n        shuffle=True\n)\n\nvalid_generator = ImageDataGenerator().flow_from_directory(\n        valid_images_path,\n        target_size=target_size,\n        batch_size=1,\n        color_mode='rgb',\n        class_mode='categorical',\n        shuffle=False\n)\n\n# create a validation-callback which tests the validation-set every 10 epocks\nvalid_callback = ValidateCallback(10, valid_generator, model)\n\n# create a save-callback which saves the model every 20 epochs under the name \"model_name\"\nsave_callback = SaveCallback(20, 'model_name.model', model)\n\n# train your model\nmodel.fit_generator(generator=train_generator,\n                    epochs=epochs,\n                    verbose=1,\n                    workers=8,\n                    callbacks=[valid_callback, save_callback])\n\n```",
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