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[CS229] 03: linear alegbra


Tag: python, machine learning

03: Linear Algebra - review

  1. 概念:
    • matrix: rectangular array of numbers: rows x columns
    • element: i -> ith row, j -> jth column
    • vector: a nx1 matrix
  2. 操作:
    • 加和: 需要相同的维,才能元素级别的相加减。
    • 标量乘积
    • 混合运算
    • matrix_calculus.jpeg

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