chromasurr package

Submodules

• chromasurr.error_analysis module
  • basic_stats()
  • evaluate()
  • mape()
  • nrmse()
  • parity_plot()
• chromasurr.metrics module
  • extract()
• chromasurr.sensitivity module
  • run_sensitivity_analysis()
  • set_nested_attr()
• chromasurr.surrogate module
  • Surrogate
    • Surrogate.analyze_sensitivity()
    • Surrogate.predict()
    • Surrogate.predict_var()
    • Surrogate.retrain()
    • Surrogate.select_important_params()
    • Surrogate.train()
• chromasurr.uq module
  • latin_hypercube_sampler()
  • perform_monte_carlo_uq()
• chromasurr.visualize module