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EagerPy is a Python framework that lets you write code that automaticallyworks natively with PyTorch, TensorFlow, JAX, and NumPy. Library developers nolonger need to choose between supporting just one of these frameworks orreimplementing the library for each framework and dealing with codeduplication. Users of such libraries can more easily switch frameworks withoutbeing locked in by a specific 3rd party library. Beyond multi-frameworksupport, EagerPy also brings comprehensive type annotations and consistentsupport for method chaining to any framework. The latest documentation isavailable online at https://eagerpy.jonasrauber.de and the code can be found onGitHub at https://github.com/jonasrauber/eagerpy.

EagerPy: Writing Code That Works Natively with PyTorch, TensorFlow, JAX, and NumPy