Visualization

• Basic Visualization with matplotlib
  • Loading matplotlib and setting up the notebook environment
  • Load data to plot
  • Basic plotting
  • Labeling axes and title
  • Changing line properties
  • Specifying axis bounds
  • Multiple lines
  • Other plot types
  • Saving figures
• Other Visualization Packages in Python
  • Seaborn
  • MPLD3
• Phase Portraits
  • Ingredients
  • Recipe
• Demo of a KDE plot beside timeseries set
  • Load the model using PySD
  • Generate a set of parameters to use as input
  • Run the model with the various parameters
  • Draw a plot showing the results, and a marginal density plot
• Demo of a KDE plot beside timeseries set (Interactive)
  • Load the model using PySD
  • Generate a set of parameters to use as input
  • Run the model with the various parameters
  • Draw a static plot showing the results, and a marginal density plot
  • Interactive plot using python backend
  • Interactive figure with javascript background
• Plotting a Suite of Simulations
  • Libraries
  • Loading Model
  • Creating a suite of run parameters
  • Run the model with the various parameters
  • Draw a static plot showing the results, and a marginal density plot
  • Static density plot with selector