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Broadcasting.md (420B)


      1 # Broadcasting
      2 
      3 **Source:** Deep Learning
      4 
      5 **Chapter:** 2
      6 
      7 **Definition:** Broadcasting is the process of iteratively applying a lower dimensional operation on higher dimensional structures.
      8 
      9 Something interesting; when we say $D = B + c$ where $c \in \mathbb{R^n}$, and $D,B \in R^{m,n}$, then $D_{i,j} = B_{i,j} + c_{j}$, meaning the implicit addition of a vector to a matrix adds the vector to each row, not column.