Autodiff is a simple proof-of-concept for automatic differentiation in Python. It provides a class for "dual numbers" which overload mathematical operators to automatically differentiate any elementary function. For functions from Python's math library (sin, cos, log, etc.), autodiff provides drop-in replacements that work with dual numbers.
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Automatic differentiation in Python
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