Tutorials

Below are some examples describing how the PySwarms API works. If you wish to check the actual Jupyter Notebooks, please go to this link

• Basic Optimization
  • Optimizing a function
  • Optimizing a function with bounds
  • Basic Optimization with Arguments
    • Using Arguments
• Training a Neural Network
  • Constructing a custom objective function
  • Performing PSO on the custom-function
  • Checking the accuracy
• Writing your own optimization loop
  • Native global-best PSO implementation
• Visualization
  • Plotting the cost history
  • Animating swarms
    • Plotting in 2-D space
    • Plotting in 3-D space