nipunsadvilkar
12/19/2016 - 10:45 AM

Awesome visualisations of Optimisation in python

Awesome visualisations of Optimisation in python

Optimization_visualisation_python.md
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For Linear Regression and Gradient Descent Visualisation:

  1. Without Linear regression, Only Gradient descent with random example. https://andreask.cs.illinois.edu/cs357-s15/public/demos/12-optimization/Steepest%20Descent.html
  2. Random example without Linear regression but with lot of Optimization techniques visualized with Matplotlib Matplotlib + Animation
  3. Interactive animated Gradient descent with Javascript buttons
  4. Optimizations + Contour plot and trajectory towards optimum value