regressioninc package

Subpackages

• regressioninc.testing package
  • Submodules
    • regressioninc.testing.complex module
      • ComplexGrid
      • generate_linear_grid()
      • generate_linear_random()
      • add_gaussian_noise()
      • add_outliers()
      • plot_observations()
      • plot_observations_original()
      • plot_regressor()
      • plot_estimate()
      • plot_complex()
    • regressioninc.testing.real module
      • generate_linear()
      • add_gaussian_noise()
      • add_outliers()
      • linear_real_with_leverage()
      • linear_real_with_outliers_and_leverage()
      • plot_1d()
      • get_X_plane()
      • plot_2d()
  • Module contents

Submodules

• regressioninc.base module
  • htranspose()
  • sum_square_residuals()
  • Regressor
• regressioninc.linear module
  • add_intercept()
  • complex_to_glr()
  • glr_coef_to_complex()
  • LinearRegressor
    • LinearRegressor.coef
    • LinearRegressor.residuals
    • LinearRegressor.rank
    • LinearRegressor.singular
    • LinearRegressor.fit()
    • LinearRegressor.predict()
    • LinearRegressor.fit_predict()
  • LeastSquares
    • LeastSquares.fit()
  • WeightedLeastSquares
    • WeightedLeastSquares.fit()
  • M_estimate
    • M_estimate.n_iter
    • M_estimate.early_stopping
    • M_estimate.fit()
  • MM_estimate
    • MM_estimate.fit()
  • ComplexAsGLR
    • ComplexAsGLR.fit()

Module contents

A package for doing regression in the complex domain