======================== Operators on Full Graphs ======================== .. currentmodule:: pylibcugraphops Simple Neighborhood Aggregator (SAGEConv) ----------------------------------------- .. autosummary:: :toctree: ../api/ops/ operators.agg_simple_fg_n2n_fwd operators.agg_simple_fg_n2n_bwd operators.agg_simple_fg_e2n_fwd operators.agg_simple_fg_e2n_bwd operators.agg_simple_fg_n2n_e2n_fwd operators.agg_simple_fg_n2n_e2n_bwd operators.agg_concat_fg_n2n_fwd operators.agg_concat_fg_n2n_bwd operators.agg_concat_fg_e2n_fwd operators.agg_concat_fg_e2n_bwd operators.agg_concat_fg_n2n_e2n_fwd operators.agg_concat_fg_n2n_e2n_bwd Weighted Neighborhood Aggregation --------------------------------- .. autosummary:: :toctree: ../api/ops/ operators.agg_weighted_fg_n2n_fwd operators.agg_weighted_fg_n2n_bwd operators.agg_concat_weighted_fg_n2n_fwd operators.agg_concat_weighted_fg_n2n_bwd Heterogenous Aggregator using Basis Decomposition (RGCNConv) ------------------------------------------------------------ .. autosummary:: :toctree: ../api/ops/ operators.agg_hg_basis_fg_n2n_post_fwd operators.agg_hg_basis_fg_n2n_post_bwd Graph Attention (GATConv/GATv2Conv) ----------------------------------- .. autosummary:: :toctree: ../api/ops/ operators.mha_gat_fg_n2n_fwd operators.mha_gat_fg_n2n_bwd operators.mha_gat_fg_n2n_efeat_fwd operators.mha_gat_fg_n2n_efeat_bwd operators.mha_gat_v2_fg_n2n_fwd operators.mha_gat_v2_fg_n2n_bwd operators.mha_gat_v2_fg_n2n_efeat_fwd operators.mha_gat_v2_fg_n2n_efeat_bwd Transformer-like Graph Attention (TransformerConv) -------------------------------------------------- .. autosummary:: :toctree: ../api/ops/ operators.mha_gat_v2_fg_n2n_fwd operators.mha_gat_v2_fg_n2n_bwd operators.mha_gat_v2_fg_n2n_efeat_fwd operators.mha_gat_v2_fg_n2n_efeat_bwd Directional Message-Passing (DMPNN) ----------------------------------- .. autosummary:: :toctree: ../api/ops/ operators.agg_dmpnn_fg_e2e_fwd operators.agg_dmpnn_fg_e2e_bwd Graph Pooling ------------- .. autosummary:: :toctree: ../api/ops/ operators.pool_fg_n2s_fwd operators.pool_fg_n2s_bwd