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Advanced Methods

Contents

  • Gaussian Process Regression
  • Differentiable Programming
  • Hierarchical Modeling

Advanced Methods#

Gaussian Process Regression#

  • Review: GP Regression for Astronomical Time-Series, 2023

  • Code: tinygp

Differentiable Programming#

  • Book: The Elements of Differentiable Programming

Hierarchical Modeling#

  • Code: pymc

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Machine Learning

Contents
  • Gaussian Process Regression
  • Differentiable Programming
  • Hierarchical Modeling

By Jerome de Leon

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