HKU PHYS3151: Machine Learning in Physics 2022

Slides

Chapter 0

Chapter 1.1

Notebooks

2.1.1  Multivariate Linear Regression                                  Run in Colab   
      a. To model and reveal the force of gravity                Run in Colab                           
2.1.2 Gradient Descent & Conjugate Gradient                 Run in Colab
      b. Solving the Brachistochrone problem                     Run in Colab 

 

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Additional Materials