Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | X A AddRemainingSelfLoops (class in rllm.transforms.graph_transforms) adj_dict() (rllm.data.HeteroGraphData method) adj_to_edge_index (class in rllm.utils) Adult (class in rllm.datasets) aggr_resolver() (rllm.nn.conv.graph_conv.MessagePassing method) aggregate() (rllm.nn.conv.graph_conv.MessagePassing method) B BankMarketing (class in rllm.datasets) BaseGraph (class in rllm.data) BaseOutputParser (class in rllm.llm) BaseStorage (class in rllm.data) BaseTable (class in rllm.data) BINARY (rllm.types.ColType attribute) BRIDGE (class in rllm.nn.models) BRIDGELoader (class in rllm.dataloader) C castinit() (rllm.utils.CastMixin class method) CastMixin (class in rllm.utils) CATEGORICAL (rllm.types.ColType attribute) chat() (rllm.llm.LangChainLLM method) ChatPromptTemplate (class in rllm.llm) ChurnModelling (class in rllm.datasets) clone() (rllm.data.BaseGraph method) collate_fn() (rllm.dataloader.BRIDGELoader method) (rllm.dataloader.NeighborLoader method) (rllm.dataloader.RelbenchLoader method) collect_attr() (rllm.data.HeteroGraphData method) ColNormalize (class in rllm.transforms.table_transforms) cols (rllm.data.table_data.TableData property) (rllm.data.TableData property) ColTransform (class in rllm.transforms.table_transforms) ColType (class in rllm.types) complete() (rllm.llm.LangChainLLM method) ContrastiveLoss (class in rllm.nn.loss) count_categorical_features() (rllm.data.table_data.TableData method) (rllm.data.TableData method) count_numerical_features() (rllm.data.table_data.TableData method) (rllm.data.TableData method) cpu() (rllm.data.BaseGraph method) cuda() (rllm.data.BaseGraph method) D data_name (rllm.llm.FeatLLMEngineer attribute) (rllm.llm.LLMWithRetriever attribute) DBLP (class in rllm.datasets) DefaultTableTransform (class in rllm.transforms.table_transforms) df (rllm.llm.FeatLLMEngineer attribute) (rllm.llm.LLMWithRetriever attribute) df_to_tensor() (in module rllm.preprocessing) diffusion_matrix() (rllm.transforms.graph_transforms.GDC method) dir (rllm.llm.LLMWithRetriever attribute) download() (rllm.datasets.Adult method) (rllm.datasets.BankMarketing method) (rllm.datasets.ChurnModelling method) (rllm.datasets.DBLP method) (rllm.datasets.IMDB method) (rllm.datasets.PlanetoidDataset method) (rllm.datasets.RelBenchDataset method) (rllm.datasets.TACM12KDataset method) (rllm.datasets.TAGDataset method) (rllm.datasets.TAPEDataset method) (rllm.datasets.Titanic method) (rllm.datasets.TLF2KDataset method) (rllm.datasets.TML1MDataset method) download_google_url (class in rllm.utils) download_url (class in rllm.utils) E edge_items() (rllm.data.HeteroGraphData method) edge_stores (rllm.data.HeteroGraphData property) edge_types (rllm.data.HeteroGraphData property) EdgeStorage (class in rllm.data) EdgeTransform (class in rllm.transforms.graph_transforms) embed() (rllm.nn.models.RECT_L method) embed_text_column() (in module rllm.preprocessing) Enhancer (class in rllm.llm) ExcelFormerConv (class in rllm.nn.conv.table_conv) explain() (rllm.nn.conv.graph_conv.MessagePassing method) extract_zip (class in rllm.utils) F feat_cols (rllm.data.table_data.TableData property) (rllm.data.TableData property) feat_engineer (rllm.llm.FeatLLM attribute) FeatLLM (class in rllm.llm) FeatLLMEngineer (class in rllm.llm) fillna_by_coltype() (in module rllm.preprocessing) FillNAConfig (class in rllm.preprocessing) filter_edge_store_() (rllm.dataloader.RelbenchLoader static method) filter_fn() (rllm.dataloader.RelbenchLoader method) filter_node_store_() (rllm.dataloader.RelbenchLoader static method) fkey_index() (rllm.data.table_data.TableData method) (rllm.data.TableData method) fkeys (rllm.data.table_data.TableData property) (rllm.data.TableData property) format() (rllm.llm.BaseOutputParser method) (rllm.llm.PromptTemplate method) format_messages() (rllm.llm.BaseOutputParser method) (rllm.llm.PromptTemplate method) forward() (rllm.nn.conv.graph_conv.GATConv method) (rllm.nn.conv.graph_conv.GCNConv method) (rllm.nn.conv.graph_conv.HANConv method) (rllm.nn.conv.graph_conv.HGTConv method) (rllm.nn.conv.graph_conv.LGCConv method) (rllm.nn.conv.graph_conv.SAGEConv method) (rllm.nn.conv.table_conv.ExcelFormerConv method) (rllm.nn.conv.table_conv.FTTransformerConv method) (rllm.nn.conv.table_conv.ResNetConv method) (rllm.nn.conv.table_conv.SAINTConv method) (rllm.nn.conv.table_conv.TabTransformerConv method) (rllm.nn.conv.table_conv.TransTabConv method) (rllm.nn.conv.table_conv.TromptConv method) (rllm.nn.encoder.HeteroTemporalEncoder method) (rllm.nn.encoder.TransTabPreEncoder method) (rllm.nn.loss.ContrastiveLoss method) (rllm.nn.loss.SelfSupervisedVPCL method) (rllm.nn.loss.SupervisedVPCL method) (rllm.nn.models.BRIDGE method) (rllm.nn.models.HeteroSAGE method) (rllm.nn.models.RDL method) (rllm.nn.models.RECT_L method) (rllm.nn.models.RelGNN method) (rllm.nn.models.RelGNNModel method) (rllm.nn.models.TableResNet method) (rllm.nn.models.TransTab method) (rllm.transforms.graph_transforms.GraphTransform method) (rllm.transforms.table_transforms.TableTransform method) from_messages() (rllm.llm.ChatPromptTemplate class method) FTTransformerConv (class in rllm.nn.conv.table_conv) FTTransformerPreEncoder (class in rllm.nn.encoder) G GATConv (class in rllm.nn.conv.graph_conv) GCNConv (class in rllm.nn.conv.graph_conv) GCNNorm (class in rllm.transforms.graph_transforms) GCNTransform (class in rllm.transforms.graph_transforms) GDC (class in rllm.transforms.graph_transforms) get() (rllm.data.BaseStorage method) get_in_neighbors() (rllm.dataloader.NeighborLoader method) get_indices (class in rllm.utils) get_loaders() (rllm.dataloader.RelbenchLoader static method) get_semantic_labels() (rllm.nn.models.RECT_L method) get_transition_matrix() (rllm.transforms.graph_transforms.GDC method) GraphData (class in rllm.data) GraphTransform (class in rllm.transforms.graph_transforms) H HANConv (class in rllm.nn.conv.graph_conv) has_download (rllm.datasets.RelBenchDataset property) has_process (rllm.datasets.RelBenchDataset property) heteroconv_forward() (rllm.nn.models.RelGNN method) HeteroGraphData (class in rllm.data) HeteroSAGE (class in rllm.nn.models) HeteroTemporalEncoder (class in rllm.nn.encoder) HGTConv (class in rllm.nn.conv.graph_conv) I if_explain (rllm.nn.conv.graph_conv.MessagePassing property) IMDB (class in rllm.datasets) index_col (rllm.data.table_data.TableData property) (rllm.data.TableData property) index_select() (rllm.dataloader.RelbenchLoader static method) index_to_ptr (class in rllm.utils) infer_table_type() (rllm.data.table_data.TableData method) (rllm.data.TableData method) invoke() (rllm.llm.FeatLLM method) (rllm.llm.LLMWithRetriever method) is_edge_attr() (rllm.data.EdgeStorage method) is_node_attr() (rllm.data.NodeStorage method) is_torch_sparse_tensor (class in rllm.utils) is_undirected (class in rllm.utils) items() (rllm.data.BaseStorage method) ItemsView (class in rllm.data) K keys() (rllm.data.BaseGraph method) (rllm.data.BaseStorage method) KeysView (class in rllm.data) KNNGraph (class in rllm.transforms.graph_transforms) kwargs (rllm.llm.FeatLLM attribute) L label_file_path (rllm.llm.LLMWithRetriever attribute) label_info (rllm.llm.LLMWithRetriever attribute) LangChainLLM (class in rllm.llm) lazy_materialize() (rllm.data.table_data.TableData method) (rllm.data.TableData method) lexsort (class in rllm.utils) LGCConv (class in rllm.nn.conv.graph_conv) llm (rllm.llm.FeatLLMEngineer attribute) (rllm.llm.LLMWithRetriever attribute) LLMWithRetriever (class in rllm.llm) load() (rllm.nn.encoder.TransTabPreEncoder method) (rllm.nn.models.TransTab method) load_all() (rllm.datasets.RelBenchDataset method) M make_pkey_fkey_graph() (rllm.datasets.RelBenchDataset method) MappingView (class in rllm.data) message() (rllm.nn.conv.graph_conv.MessagePassing method) message_and_aggregate() (rllm.nn.conv.graph_conv.GATConv method) (rllm.nn.conv.graph_conv.HANConv method) (rllm.nn.conv.graph_conv.HGTConv method) (rllm.nn.conv.graph_conv.LGCConv method) (rllm.nn.conv.graph_conv.MessagePassing method) MessagePassing (class in rllm.nn.conv.graph_conv) metadata (rllm.llm.FeatLLMEngineer attribute) (rllm.llm.LangChainLLM property) (rllm.llm.LLMWithRetriever attribute) metadata() (rllm.data.HeteroGraphData method) N nan_forward() (rllm.transforms.table_transforms.TableTransform method) NeighborLoader (class in rllm.dataloader) node_items() (rllm.data.HeteroGraphData method) node_stores (rllm.data.HeteroGraphData property) node_types (rllm.data.HeteroGraphData property) NodeStorage (class in rllm.data) NodeTransform (class in rllm.transforms.graph_transforms) NormalizeFeatures (class in rllm.transforms.graph_transforms) num_cols (rllm.data.table_data.TableData property) (rllm.data.TableData property) num_edges (rllm.data.EdgeStorage attribute) num_nodes (rllm.data.NodeStorage attribute) num_rows (rllm.data.table_data.TableData property) (rllm.data.TableData property) NUMERICAL (rllm.types.ColType attribute) O OneHotTransform (class in rllm.transforms.table_transforms) P parse() (rllm.llm.BaseOutputParser method) partial_format() (rllm.llm.PromptTemplate method) PlanetoidDataset (class in rllm.datasets) Predictor (class in rllm.llm) process() (rllm.datasets.Adult method) (rllm.datasets.BankMarketing method) (rllm.datasets.ChurnModelling method) (rllm.datasets.DBLP method) (rllm.datasets.IMDB method) (rllm.datasets.PlanetoidDataset method) (rllm.datasets.RelBenchDataset method) (rllm.datasets.RelF1Dataset method) (rllm.datasets.TACM12KDataset method) (rllm.datasets.TAGDataset method) (rllm.datasets.TAPEDataset method) (rllm.datasets.Titanic method) (rllm.datasets.TLF2KDataset method) (rllm.datasets.TML1MDataset method) process_tokenized_column() (in module rllm.preprocessing) processed_filenames (rllm.datasets.Adult property) (rllm.datasets.BankMarketing property) (rllm.datasets.ChurnModelling property) (rllm.datasets.DBLP property) (rllm.datasets.IMDB property) (rllm.datasets.PlanetoidDataset property) (rllm.datasets.RelBenchDataset property) (rllm.datasets.TACM12KDataset property) (rllm.datasets.TAGDataset property) (rllm.datasets.TAPEDataset property) (rllm.datasets.Titanic property) (rllm.datasets.TLF2KDataset property) (rllm.datasets.TML1MDataset property) PromptTemplate (class in rllm.llm) propagate() (rllm.nn.conv.graph_conv.MessagePassing method) Q query_num (rllm.llm.FeatLLMEngineer attribute) R raw_filenames (rllm.datasets.Adult property) (rllm.datasets.BankMarketing property) (rllm.datasets.ChurnModelling property) (rllm.datasets.DBLP property) (rllm.datasets.IMDB property) (rllm.datasets.PlanetoidDataset property) (rllm.datasets.RelBenchDataset property) (rllm.datasets.TACM12KDataset property) (rllm.datasets.TAGDataset property) (rllm.datasets.TAPEDataset property) (rllm.datasets.Titanic property) (rllm.datasets.TLF2KDataset property) (rllm.datasets.TML1MDataset property) RDL (class in rllm.nn.models) RECT_L (class in rllm.nn.models) RECTTransform (class in rllm.transforms.graph_transforms) RelBenchDataset (class in rllm.datasets) RelbenchLoader (class in rllm.dataloader) RelBenchTableMeta (class in rllm.datasets) RelBenchTask (class in rllm.datasets) RelBenchTaskType (class in rllm.datasets) RelF1Dataset (class in rllm.datasets) RelGNN (class in rllm.nn.models) RelGNNModel (class in rllm.nn.models) remap_keys (class in rllm.utils) RemoveSelfLoops (class in rllm.transforms.graph_transforms) RemoveTrainingClasses (class in rllm.transforms.utils) reset_parameters() (rllm.nn.conv.graph_conv.SAGEConv method) (rllm.nn.conv.table_conv.ResNetConv method) (rllm.nn.encoder.HeteroTemporalEncoder method) (rllm.nn.models.HeteroSAGE method) (rllm.nn.models.RDL method) (rllm.nn.models.RECT_L method) (rllm.nn.models.RelGNN method) (rllm.nn.models.RelGNNModel method) (rllm.nn.models.TableResNet method) (rllm.transforms.table_transforms.DefaultTableTransform method) (rllm.transforms.table_transforms.TableTransform method) (rllm.transforms.table_transforms.TabTransformerTransform method) ResNetConv (class in rllm.nn.conv.table_conv) ResNetPreEncoder (class in rllm.nn.encoder) retriever (rllm.llm.LLMWithRetriever attribute) S SAGEConv (class in rllm.nn.conv.graph_conv) SAINTConv (class in rllm.nn.conv.table_conv) sample_neighbors_one_layer() (rllm.dataloader.NeighborLoader method) save() (rllm.nn.encoder.TransTabPreEncoder method) (rllm.nn.models.TransTab method) save_column_name_tokens() (in module rllm.preprocessing) seed (rllm.llm.FeatLLMEngineer attribute) (rllm.llm.LLMWithRetriever attribute) seg_softmax (class in rllm.utils) seg_sum (class in rllm.utils) SelfSupervisedVPCL (class in rllm.nn.loss) set_value_dict() (rllm.data.HeteroGraphData method) shots (rllm.llm.FeatLLMEngineer attribute) (rllm.llm.LLMWithRetriever attribute) sort_edge_index (class in rllm.utils) sparse_mx_to_torch_sparse_tensor (class in rllm.utils) sparsify_matrix() (rllm.transforms.graph_transforms.GDC method) StackNumerical (class in rllm.transforms.table_transforms) standardize_tokenizer_output() (in module rllm.preprocessing) stores (rllm.data.GraphData property) (rllm.data.HeteroGraphData property) SupervisedVPCL (class in rllm.nn.loss) SVDFeatureReduction (class in rllm.transforms.graph_transforms) T TableData (class in rllm.data) (class in rllm.data.table_data) TableDataset (class in rllm.data) TableResNet (class in rllm.nn.models) TableTransform (class in rllm.transforms.table_transforms) TabTransformerConv (class in rllm.nn.conv.table_conv) TabTransformerPreEncoder (class in rllm.nn.encoder) TabTransformerTransform (class in rllm.transforms.table_transforms) TACM12KDataset (class in rllm.datasets) TAGDataset (class in rllm.datasets) TAPEDataset (class in rllm.datasets) target_column (rllm.llm.FeatLLMEngineer attribute) task_info (rllm.llm.FeatLLMEngineer attribute) (rllm.llm.LLMWithRetriever attribute) task_type (rllm.data.table_data.TableData property) (rllm.data.TableData property) test_file_path (rllm.llm.LLMWithRetriever attribute) test_size (rllm.llm.FeatLLMEngineer attribute) TEXT (rllm.types.ColType attribute) text_embedder_config (rllm.datasets.RelF1Dataset property) TextEmbedderConfig (class in rllm.preprocessing) TIMESTAMP (rllm.types.ColType attribute) TimestampPreprocessor (class in rllm.preprocessing) Titanic (class in rllm.datasets) TLF2KDataset (class in rllm.datasets) TML1MDataset (class in rllm.datasets) to() (rllm.data.BaseGraph method) to_csc() (rllm.data.EdgeStorage method) to_csc_dict() (rllm.data.HeteroGraphData method) to_hetero() (rllm.data.GraphData method) to_tensor() (rllm.preprocessing.TimestampPreprocessor static method) to_undirected (class in rllm.utils) tokenize_merged_cols() (in module rllm.preprocessing) tokenize_strings() (in module rllm.preprocessing) TokenizerConfig (class in rllm.preprocessing) train_file_path (rllm.llm.LLMWithRetriever attribute) TransTab (class in rllm.nn.models) TransTabConv (class in rllm.nn.conv.table_conv) TransTabPreEncoder (class in rllm.nn.encoder) TromptConv (class in rllm.nn.conv.table_conv) U update() (rllm.nn.conv.graph_conv.MessagePassing method) (rllm.nn.encoder.TransTabPreEncoder method) V validate() (rllm.data.HeteroGraphData method) validate_dataset() (rllm.datasets.RelBenchDataset method) values() (rllm.data.BaseStorage method) ValuesView (class in rllm.data) X x_dict() (rllm.data.HeteroGraphData method)