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  • Automatic Differentiation and Higher Order Derivative (Mar 13, 2025)
  • Differential Vector Operators (Apr 28, 2024)
  • The Laplace Operator (Apr 25, 2024)
  • Daily Collection (Feb 22, 2021)
  • Introduction to Differential Equations (Aug 1, 2019)
  • Structure and Interpretation of Compupter Programs 2 (Feb 1, 2019)
  • Structure and Interpretation of Compupter Programs 1 (Jan 1, 2019)
  • Legendre Transformation (Dec 3, 2018)
  • Negative Entropy (Dec 2, 2018)
  • Matrix Calculus (Dec 1, 2018)
  • Conjugate Prior (Feb 1, 2018)
  • The Exponential Family (Jan 1, 2018)
  • Optimization Methods for Large Scale Machine Learning (Jan 1, 2017)
  • Machine Learning Techniques (Apr 1, 2015)
  • Machine Learning Foundations (Jan 1, 2015)
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