Cost Model Queries documentation

Cost Model Queries facilitates sampling, sensitivity analyses and regression model testing for the excel-based deployment and production cost models.

Contents

• Usage
  • Installation
  • Code structure
  • Configuration
  • Sampling
  • Sensitvity analysis
  • Develop Regression Models
• API Reference
  • data_plotting
    • Functions
    • Module Contents
      • plot_predictors()
      • plot_predicted_vs_actual()
  • LM_diagnostics
    • Attributes
    • Classes
    • Module Contents
      • style_talk
      • LinearRegDiagnostic
        • LinearRegDiagnostic.results
        • LinearRegDiagnostic.y_true
        • LinearRegDiagnostic.y_predict
        • LinearRegDiagnostic.xvar
        • LinearRegDiagnostic.xvar_names
        • LinearRegDiagnostic.residual
        • LinearRegDiagnostic.residual_norm
        • LinearRegDiagnostic.leverage
        • LinearRegDiagnostic.cooks_distance
        • LinearRegDiagnostic.nparams
        • LinearRegDiagnostic.nresids
        • LinearRegDiagnostic.__call__()
        • LinearRegDiagnostic.residual_plot()
        • LinearRegDiagnostic.qq_plot()
        • LinearRegDiagnostic.scale_location_plot()
        • LinearRegDiagnostic.leverage_plot()
        • LinearRegDiagnostic.vif_table()
        • LinearRegDiagnostic.get_influence_ids()
        • LinearRegDiagnostic.__cooks_dist_line()
        • LinearRegDiagnostic.__qq_top_resid()
  • sampling_functions
    • Functions
    • Module Contents
      • calculate_deployment_cost()
      • calculate_production_cost()
      • load_config()
      • problem_spec()
      • convert_factor_types()
      • _sample_cost()
      • sample_deployment_cost()
      • sample_production_cost()
      • cost_sensitivity_analysis()