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Math Implementations

Calculus

Implementation of numerical differentiation and integration without the use of NumPy

Differentiation

Integration

Possible Future Projects

  • Samplers (metropolic hastings, gibbs, slice, HMC)
  • Gradient Descent
  • Linear Regression with Gradient Descent
  • Linear Regression with Moore-Penrose Inverse

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Personal implementation of various maths

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