Index

A

Amazon (class in ggfm.datasets) AMiner (class in ggfm.datasets)

Aminer (in module ggfm.datasets) args_print (class in ggfm.data)

B

build_attention_mask() (ggfm.models.CLIP method)

C

CiteSeer (class in ggfm.datasets) Classifier (class in ggfm.models) CLIP (class in ggfm.models) config_class (ggfm.models.HeteroLlamaForCausalLM attribute)

configure_optimizers() (ggfm.models.GraphGPT_pl method) construct_graph (class in ggfm.data) construct_graph_node_name (class in ggfm.data) construct_link_and_node (class in ggfm.data) cora (class in ggfm.datasets)

D

DBLP (class in ggfm.datasets) device (ggfm.models.LLAGA property)

download_google_url (class in ggfm.data) download_url (class in ggfm.data)

E

encode_graphs() (ggfm.models.LLAGA method) encode_image() (ggfm.models.CLIP method)

encode_text() (ggfm.models.CLIP method) extract_zip (class in ggfm.data)

F

feat_loss() (ggfm.models.GPT_GNN method) (ggfm.models.PT_HGNN method) feature_extractor (class in ggfm.data) forward() (ggfm.conv.GraphConv method) (ggfm.conv.GraphConvLayer method) (ggfm.conv.HGTConv method) (ggfm.conv.TransConv method) (ggfm.conv.TransConvLayer method) (ggfm.models.Classifier method) (ggfm.models.CLIP method) (ggfm.models.GPT_GNN method) (ggfm.models.GraphLlamaForCausalLM method) (ggfm.models.GraphLlamaModel method) (ggfm.models.HeteroLlamaForCausalLM method) (ggfm.models.HGT method) (ggfm.models.LinkPredictor method) (ggfm.models.LLAGA method) (ggfm.models.Matcher method) (ggfm.models.MPNN method) (ggfm.models.PT_HGNN method) (ggfm.models.RNNModel method) (ggfm.models.SGFormer method)

from_w2v() (ggfm.models.RNNModel method)

G

generate_lm_embs (class in ggfm.data) generate_masks (class in ggfm.data) get_attentions() (ggfm.conv.TransConv method) (ggfm.models.SGFormer method) get_graph_tower() (ggfm.models.GraphLlamaForCausalLM method) (ggfm.models.GraphLlamaModel method) (ggfm.models.HeteroLlamaForCausalLM method) get_idx_split() (ggfm.data.HomogeneousGraph method) get_model() (ggfm.models.GraphLlamaForCausalLM method) (ggfm.models.HeteroLlamaForCausalLM method)

get_train_val_test_split (class in ggfm.data) get_type_id (class in ggfm.data) get_vision_tower() (ggfm.models.GraphLlamaForCausalLM method) GPT_GNN (class in ggfm.models) Graph (class in ggfm.data) GraphConv (class in ggfm.conv) GraphConvLayer (class in ggfm.conv) GraphGPT_pl (class in ggfm.models) GraphLlamaForCausalLM (class in ggfm.models) GraphLlamaModel (class in ggfm.models)

H

HeteroLlamaForCausalLM (class in ggfm.models) HGT (class in ggfm.models)

HGTConv (class in ggfm.conv) higpt_prompt_generation (class in ggfm.data) HomogeneousGraph (class in ggfm.data)

I

IMDB (class in ggfm.datasets) inference() (ggfm.models.LLAGA method) initialize_graph_modules() (ggfm.models.GraphLlamaModel method)

initialize_graph_tokenizer() (ggfm.models.GraphLlamaForCausalLM method) (ggfm.models.HeteroLlamaForCausalLM method) initialize_parameters() (ggfm.models.CLIP method)

L

LastFM (class in ggfm.datasets) link_loss() (ggfm.models.GPT_GNN method) (ggfm.models.PT_HGNN method)

LinkPredictor (class in ggfm.models) LLAGA (class in ggfm.models)

M

MAG (class in ggfm.datasets) Matcher (class in ggfm.models) maybe_autocast() (ggfm.models.LLAGA method)

mean_reciprocal_rank (class in ggfm.data) message() (ggfm.conv.HGTConv method) metapath_based_corpus_construction (class in ggfm.data) MPNN (class in ggfm.models)

N

ndcg_at_k (class in ggfm.data) neg_sample() (ggfm.models.GPT_GNN method) (ggfm.models.PT_HGNN method)

neg_sample_ori() (ggfm.models.PT_HGNN method)

O

OAG_CS (class in ggfm.datasets)

open_pkl_file (class in ggfm.data) open_txt_file (class in ggfm.data)

P

prepare_inputs_for_generation() (ggfm.models.GraphLlamaForCausalLM method) (ggfm.models.HeteroLlamaForCausalLM method)

print_trainable_params() (ggfm.models.LLAGA method) PT_HGNN (class in ggfm.models) PubMed (class in ggfm.datasets)

R

random_walk_based_corpus_construction (class in ggfm.data) read_npz (class in ggfm.data) renamed_load (class in ggfm.data) reset_parameters() (ggfm.conv.GraphConv method) (ggfm.conv.GraphConvLayer method) (ggfm.conv.TransConv method) (ggfm.conv.TransConvLayer method) (ggfm.models.MPNN method) (ggfm.models.SGFormer method)

RNNModel (class in ggfm.models)

S

sample_subgraph (class in ggfm.data) save_pkl_file (class in ggfm.data)

save_txt_file (class in ggfm.data) SGFormer (class in ggfm.models) structure_loss() (ggfm.models.PT_HGNN method)

T

text_loss() (ggfm.models.GPT_GNN method) (ggfm.models.PT_HGNN method) training (ggfm.conv.GraphConv attribute) (ggfm.conv.GraphConvLayer attribute) (ggfm.conv.TransConv attribute) (ggfm.conv.TransConvLayer attribute) (ggfm.models.Classifier attribute) (ggfm.models.CLIP attribute) (ggfm.models.GPT_GNN attribute) (ggfm.models.GraphLlamaForCausalLM attribute) (ggfm.models.GraphLlamaModel attribute) (ggfm.models.HeteroLlamaForCausalLM attribute) (ggfm.models.HGT attribute) (ggfm.models.LinkPredictor attribute) (ggfm.models.LLAGA attribute) (ggfm.models.Matcher attribute) (ggfm.models.MPNN attribute) (ggfm.models.PT_HGNN attribute) (ggfm.models.RNNModel attribute) (ggfm.models.SGFormer attribute)

training_step() (ggfm.models.GraphGPT_pl method) TransConv (class in ggfm.conv) TransConvLayer (class in ggfm.conv)

U

update() (ggfm.conv.HGTConv method)

Y

YELP (class in ggfm.datasets)