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Bounded univariate minimization #183
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This PR adds to the QML feature work a new function for deterministic optimization of deterministic univariate functions, as that logic is used widely throughout QML training loops to choose a bias value that minimizes the number of misclassifications in a given dataset. This new functionality is in a new namespace, Microsoft.Quantum.Optimization, to allow for the possible future addition of stochastic optimization or optimization of stochastic operations.