Contents

The package is structured as follows:

• skbel.preprocessing
  • skbel.preprocessing.composite
    • CompositePCA
      • CompositePCA.__init__()
      • CompositePCA._sklearn_auto_wrap_output_keys
      • CompositePCA.fit()
      • CompositePCA.fit_transform()
      • CompositePCA.inverse_transform()
      • CompositePCA.set_fit_request()
      • CompositePCA.set_inverse_transform_request()
      • CompositePCA.set_transform_request()
      • CompositePCA.transform()
    • CompositeTransformer
      • CompositeTransformer.__init__()
      • CompositeTransformer._sklearn_auto_wrap_output_keys
      • CompositeTransformer.fit()
      • CompositeTransformer.fit_transform()
      • CompositeTransformer.inverse_transform()
      • CompositeTransformer.set_fit_request()
      • CompositeTransformer.set_inverse_transform_request()
      • CompositeTransformer.set_transform_request()
      • CompositeTransformer.transform()
    • Dummy
      • Dummy.__init__()
      • Dummy._sklearn_auto_wrap_output_keys
      • Dummy.fit()
      • Dummy.fit_transform()
      • Dummy.inverse_transform()
      • Dummy.transform()
  • skbel.preprocessing.dct
    • DiscreteCosineTransform2D
      • DiscreteCosineTransform2D.__init__()
      • DiscreteCosineTransform2D._sklearn_auto_wrap_output_keys
      • DiscreteCosineTransform2D.fit()
      • DiscreteCosineTransform2D.fit_transform()
      • DiscreteCosineTransform2D.inverse_transform()
      • DiscreteCosineTransform2D.transform()
• skbel.learning
  • skbel.learning.bel
    • BEL
      • BEL.X_shape
      • BEL.Y_shape
      • BEL.__init__()
      • BEL._sklearn_auto_wrap_output_keys
      • BEL.cca_pc_transform()
      • BEL.fit()
      • BEL.fit_transform()
      • BEL.inverse_transform()
      • BEL.kde_init()
      • BEL.n_posts
      • BEL.predict()
      • BEL.random_sample()
      • BEL.random_state
      • BEL.seed
      • BEL.set_inverse_transform_request()
      • BEL.set_predict_request()
      • BEL.transform()
      • BEL.x_observation
      • BEL.x_pre_processed
      • BEL.y_pre_processed
• skbel.algorithms
  • skbel.algorithms.extmath
    • get_block()
    • matrix_paste()
  • skbel.algorithms.statistics
    • KDE
      • KDE.__call__()
      • KDE.__init__()
      • KDE._define_support_bivariate()
      • KDE._define_support_grid()
      • KDE._define_support_univariate()
      • KDE._eval_bivariate()
      • KDE._eval_univariate()
      • KDE._fit()
      • KDE.define_support()
    • it_sampling()
    • kde_params()
    • mvn_inference()
    • normalize()
    • posterior_conditional()
    • remove_outliers()
• skbel.tmaps
  • skbel.tmaps.transport
    • TransportMap
      • TransportMap.Rectifier
      • TransportMap.__init__()
      • TransportMap.calculate_special_term_locations()
      • TransportMap.check_for_special_terms()
      • TransportMap.check_inputs()
      • TransportMap.function_constructor_alternative()
      • TransportMap.function_derivative_constructor_alternative()
      • TransportMap.gauss_quadrature()
      • TransportMap.inverse_map()
      • TransportMap.map()
      • TransportMap.objective_function()
      • TransportMap.objective_function_jacobian()
      • TransportMap.optimize()
      • TransportMap.precalculate()
      • TransportMap.reset()
      • TransportMap.s()
      • TransportMap.vectorized_root_search_bisection()
      • TransportMap.worker_task()
      • TransportMap.worker_task_monotone()
      • TransportMap.write_basis_function()
• skbel.spatial
  • skbel.spatial.spatial
    • block_shaped()
    • blocks_from_rc()
    • blocks_from_rc_3d()
    • contour_extract()
    • contours_vertices()
    • get_centroids()
    • grid_parameters()
    • rc_from_blocks()
    • refine_axis()
    • refine_machine()
• skbel.goggles
  • skbel.goggles.visualization
    • _cca_plot()
    • _despine()
    • _my_alphabet()
    • _proxy_annotate()
    • _proxy_legend()
    • _yield_alphabet()
    • cca_vision()
    • explained_variance()
    • pca_scores()
• skbel.utils
  • skbel.utils.utils
    • Function
    • combinator()
    • data_read()
    • dirmaker()
    • flatten_array()
    • folder_reset()
• skbel.testing
  • skbel.testing.test
    • init_bel()
    • test_kde()
    • test_mvn()
    • test_tm()