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vector-calculus

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From the popular book "Mathematics for Machine Learning". My solutions to the exercises from Part I. Also, notebooks with concrete examples of concepts from Part II.

  • Updated Aug 11, 2025
  • Jupyter Notebook

Visual representation of scalar and vector fields using Numpy's contour and quiver functions. Comparison of vector field computed using Numpy's gradient function with the same vector field plotted using analytically deduced expressions for the gradient. Wrote a program for plotting vector field arrows originating only from contour lines.

  • Updated Aug 24, 2022
  • Jupyter Notebook

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