/optimization-ml

Testing different properties in optimization of ML algorithms

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optimization-ml

Testing different properties of optimization of ML algorithms

PRML

  • Bayesian Linear Regression
  • (Variational) Gaussian Process
  • Expectation Maximization Algorithm
  • Mixture Density Networks

Optimization

  • Ridge Regression
  • LASSO Regression
  • Duality view
  • Newton's Method
  • Vectorized Numba operations