tinybig.interdependence
Organization of this Module
Interdependence Function
- interdependence (defined in the tinybig.module directory)
Basic Interdependence Functions
- constant_interdependence
- constant_c_interdependence
- zero_interdependence
- one_interdependence
- identity_interdependence
Statistical Kernel based Interdependence Functions
- statistical_kernel_based_interdependence
- kl_divergence_interdependence
- pearson_correlation_interdependence
- rv_coefficient_interdependence
- mutual_information_interdependence
Numerical Kernel based Interdependence Functions
- numerical_kernel_based_interdependence
- linear_kernel_interdependence
- polynomial_kernel_interdependence
- hyperbolic_tangent_kernel_interdependence
- exponential_kernel_interdependence
- minkowski_distance_interdependence
- manhattan_distance_interdependence
- euclidean_distance_interdependence
- chebyshev_distance_interdependence
- canberra_distance_interdependence
- cosine_similarity_interdependence
- gaussian_rbf_kernel_interdependence
- laplacian_kernel_interdependence
- anisotropic_rbf_kernel_interdependence
- custom_hybrid_kernel_interdependence
Parameterized Interdependence Functions
- parameterized_interdependence
- lowrank_parameterized_interdependence
- hm_parameterized_interdependence
- lphm_parameterized_interdependence
- dual_lphm_parameterized_interdependence
- random_matrix_adaption_parameterized_interdependence
Parameterized Bilinear Interdependence Functions
- parameterized_bilinear_interdependence
- lowrank_parameterized_bilinear_interdependence
- hm_parameterized_bilinear_interdependence
- lphm_parameterized_bilinear_interdependence
- dual_lphm_parameterized_bilinear_interdependence
- random_matrix_adaption_parameterized_bilinear_interdependence
Topological Structural Interdependence Functions
- graph_interdependence
- multihop_graph_interdependence
- pagerank_multihop_graph_interdependence
- chain_interdependence
- multihop_chain_interdependence
- inverse_approx_multihop_chain_interdependence
- exponential_approx_multihop_chain_interdependence
Geometric Structural Interdependence Functions
- geometric_interdependence
- cuboid_patch_based_geometric_interdependence
- cuboid_patch_padding_based_geometric_interdependence
- cuboid_patch_aggregation_based_geometric_interdependence
- cylinder_patch_based_geometric_interdependence
- cylinder_patch_padding_based_geometric_interdependence
- cylinder_patch_aggregation_based_geometric_interdependence
- sphere_patch_based_geometric_interdependence
- sphere_patch_padding_based_geometric_interdependence
- sphere_patch_aggregation_based_geometric_interdependence