The Poincare-Dulac-Birkhoff normal form theorem determines how much a vector field can be simplified, depending uniquely on its linear part. Nevertheless, taking into account the nonlinear terms, it ...
Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...
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