Goal

• Given the function passed that can go in ipywidget.interact() create an animation using the template below:

  # Parameters for video generation.
  n_steps = 11
  n_samples_fixed = 300
  dependence_values = np.linspace(0.0, 1.0, n_steps)
  
  # Prepare values list for generate_animation.
  values = []
  for val in dependence_values:
      values.append({"dependence": val, "n_samples": n_samples_fixed})
  
  # Directory to save frames.
  dst_dir = "./figures/Lesson94_Joint_Entropy_video"
  
  # Generate animation frames with fixed dimensions.
  ut.generate_animation(
      utils.plot_joint_entropy_interactive,
      values,
      dst_dir,
      incremental=False,
      figsize=(20, 5),
      dpi=150
  )
  

Conventions

• Always follow the conventions and guidelines in .claude/skills/notebook.rules.md