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        "author": "Jonas Rauber",
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            "Development Status :: 3 - Alpha",
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            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.6",
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        "description": "====================================\nAttax: adversarial attacks using JAX\n====================================\n\nAttax is python library with implementations of some common adversarial attacks\nusing JAX. For now this is a prototype at best and I refer you my other project,\n`Foolbox <https://github.com/bethgelab/foolbox>`_, that also supports JAX and\nprovides a well-tested suite of adversarial attacks.\n\nInstallation\n------------\n\n.. code-block:: bash\n\n   pip install attax\n\n\nExample\n-------\n\n.. code-block:: python\n\n   import attax\n   from functools import partial\n\n   def predict(params, inputs):\n       # see https://github.com/google/jax\n       # ...\n\n   params = ...  # model parameters\n   x = ...  # input data\n   y = ...  # labels\n\n   f = partial(predict, params)\n\n   x_adv = attax.pgd(f, x, y, epsilon=0.3)\n\n   print((f(x).argmax(axis=-1) == y).mean())\n   print((f(x_adv).argmax(axis=-1) == y).mean())",
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