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        "author": "Jan Funke",
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        "description": "# augment\n\nA simple elastic augmentation for ND arrays.\n\n# Installation\n\n`pip install augment-nd`\n\n# Usage\n\n```\nimport augment\nimport numpy as np\nimport math\n\n# create some example data\nimage = np.zeros((100,500,500), dtype=np.float)\nimage[:] = 0.5\nimage[:,:10,:] = 0.75\nimage[:10,:10,:10] = 1\nimage[:,::10,:] = 1\nimage[:,:,::10] = 1\n\ntransformation = augment.create_identity_transformation(image.shape)\n\n# jitter in 3D\ntransformation += augment.create_elastic_transformation(\n        image.shape,\n        num_control_points = [3,10,10],\n        jitter_sigma = [0.3, 10, 10])\n\n# rotate around z axis\ntransformation += augment.create_rotation_transformation(\n        image.shape,\n        math.pi/4)\n\n# apply transformation\nimage = augment.apply_transformation(image, transformation)\n```\n\n\n",
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