src

• src package
  • Submodules
  • src.config module
    • ModelType
      • ModelType.LINEAR
      • ModelType.POLYNOMIAL
    • RunConfiguration
      • RunConfiguration.model_type
      • RunConfiguration.num_samples
      • RunConfiguration.polynomial_degree
      • RunConfiguration.seed
    • initialize_config()
  • src.data module
    • PolynomialDataGenerator
      • PolynomialDataGenerator.generate()
  • src.model module
    • LinearRegressionModel
    • PolynomialRegressionModel
    • RegressionModel
      • RegressionModel.fit()
      • RegressionModel.fit_transform()
      • RegressionModel.transform()
    • create_model()
  • src.utils module
    • initialize_rng()
    • read_yml()