We all know that calculus courses such as 18.01 and 18.02 are univariate and vector calculus, respectively. Modern applications such as machine learning and large-scale optimization require the next ...

-In this page we introduce a ***differential*** based method for vector and matrix derivatives (matrix calculus), which ***only needs a few simple rules to derive most matrix derivatives***. This ...