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Contents:

  • generate design worksheet
  • designs list
  • fit mlr
  • desing space calulation
  • doe model
friendly DOE
  • friendly doe documentation
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friendly doe documentation

friendly_doe is a user-friendly library for using MODDE’s doe calculations.

Contents:

  • generate design worksheet
    • add_design_information()
    • generate_worksheet_as_dataframe()
  • designs list
    • DesignStatistics
    • get_available_designs_info()
    • DesignSettings
  • fit mlr
    • fit_models()
    • anova()
    • calculate_coefficients()
    • coefficients()
    • predict()
    • predict_transform()
    • predict_with_confidence()
    • replicates()
    • residuals()
    • summary_of_fit()
  • desing space calulation
    • DesignSpaceSettings
    • design_space_estimation()
    • RobustSetpointException
    • robust_setpoint()
  • doe model
    • CandidateSet
    • Constants
    • Design
    • DesignType
    • DoeSchema
    • Factor
    • FactorTransformType
    • FactorType
    • FitMethod
    • Model
    • Model1
    • ModelType
    • Objective
    • Objective1
    • OptimizationSettings
    • Precision
    • Predictions
    • Response
    • ResponseTransformType
    • ResponseType
    • Scaling
    • Scaling1
    • ScalingType
    • Setpoints
    • Settings
    • Transform
    • Transform1
    • Worksheet
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