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Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Efficiently computes derivatives of numpy code.
Automatic differentiation + optimization
SciPy library main repository
Cython interface for the interior point optimzer IPOPT
An interior-point method written in python for solving constrained and unconstrained nonlinear optimization problems.