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vector-calculus

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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

Mathematics for Machine Learning Solutions. My solutions to the exercises from Part I. The repository will also likely (at some point) contain supplementary code for Part II.

  • Updated Jun 22, 2025
  • Jupyter Notebook

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