LAN Extension

• New Classes
  • Short example
• New Models
  • Metadata
  • Simulate
• Investigate Model Behavior
  • Metadata
  • Simulate
• New Visualizations
  • Generate some Data
  • caterpillar plot
  • posterior predictive (standard)
  • posterior predictive (model cartoon)
  • posterior pair plot
  • NEW (v0.9.3): Plots for \(n>2\) choice models
• Use your Likelihood Function
  • Construct config dictionary
  • Load Network
  • Initialize HDDM Model
• Network Inspectors
  • Direct access to batch predictions
  • Plotting Utilities
• From simulator to Inference with HDDM (LAN version)
  • Install (colab)
  • Configs
  • Run Simulator
  • Data Loaders
  • Network Config
  • Train Config
  • Initialize Network
  • Define HDDM Model Config
  • Load the Network
  • Generate Example Dataset
  • Define HDDM Model
  • Sample
  • Plots
• From simulator to Inference with HDDM (MNLE Version)
  • Installation (colab)
  • Load Modules
  • Simulate Data
  • Train Network
  • Run in HDDM