Index

_

__init__() (galax.data.dataloader.PrixFixeDataLoader method) (galax.function.ReduceFunction method) (galax.heterograph.EdgeSpace method) (galax.heterograph.HeteroGraph method) (galax.heterograph.NodeSpace method) (galax.nn.module.ApplyNodes method) (galax.nn.utils.early_stopping.EarlyStopping method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method)

A

add_edges() (galax.heterograph.HeteroGraph method) add_nodes() (galax.heterograph.HeteroGraph method) add_self_loop() (galax.heterograph.HeteroGraph method) adj() (galax.heterograph.HeteroGraph method) adjacency_matrix() (galax.heterograph.HeteroGraph method) apply() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method)

apply_edges() (galax.heterograph.HeteroGraph method) (in module galax.function) apply_nodes() (galax.heterograph.HeteroGraph method) (in module galax.function) ApplyNodes (class in galax.nn.module) arxiv() (in module galax.data.datasets.nodes.ogb)

B

batched_num_nodes() (galax.heterograph.HeteroGraph method) bind() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method)

C

canonical_etypes() (galax.heterograph.HeteroGraph method) citeseer() (in module galax.data.datasets.nodes.planetoid) clone() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method) copy_e() (in module galax.function)

copy_edge() (in module galax.function) copy_src() (in module galax.function) copy_u() (in module galax.function) cora() (in module galax.data.datasets.nodes.planetoid) count() (galax.function.ReduceFunction method) (galax.heterograph.EdgeSpace method) (galax.heterograph.HeteroGraph method) (galax.heterograph.NodeSpace method)

D

data (galax.heterograph.EdgeSpace property) (galax.heterograph.NodeSpace property)

dstdata (galax.heterograph.HeteroGraph property)

E

e_add_u() (in module galax.function) e_add_v() (in module galax.function) e_div_u() (in module galax.function) e_div_v() (in module galax.function) e_dot_u() (in module galax.function) e_dot_v() (in module galax.function) e_mul_u() (in module galax.function)

e_mul_v() (in module galax.function) e_sub_u() (in module galax.function) e_sub_v() (in module galax.function) EarlyStopping (class in galax.nn.utils.early_stopping) edata (galax.heterograph.HeteroGraph property) edge_frames (galax.heterograph.HeteroGraph property) EdgeSpace (class in galax.heterograph)

F

find_edges() (galax.heterograph.HeteroGraph method)

from_dgl() (galax.heterograph.HeteroGraph class method) (in module galax.heterograph)

G

galax.core module galax.data module galax.data.dataloader module galax.data.datasets module galax.data.datasets.nodes module galax.data.datasets.nodes.graphsage module galax.data.datasets.nodes.ogb module galax.data.datasets.nodes.planetoid module galax.function module galax.heterograph module galax.nn module galax.nn.module module

galax.nn.utils module galax.nn.utils.early_stopping module galax.nn.zoo module galax.nn.zoo.gat module galax.nn.zoo.gcn module galax.nn.zoo.graphsage module GAT (class in galax.nn.zoo.gat) GCN (class in galax.nn.zoo.gcn) gdata (galax.heterograph.HeteroGraph property) get_etype_id() (galax.heterograph.HeteroGraph method) get_ntype_id() (galax.heterograph.HeteroGraph method) get_variable() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method) gidx (galax.heterograph.HeteroGraph property) graph() (in module galax.heterograph) graph_frame (galax.heterograph.HeteroGraph property) GraphSAGE (class in galax.nn.zoo.graphsage)

H

has_edges_between() (galax.heterograph.HeteroGraph method) has_nodes() (galax.heterograph.HeteroGraph method) has_rng() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method)

has_variable() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method) HeteroGraph (class in galax.heterograph)

I

in_degrees() (galax.heterograph.HeteroGraph method) inc() (galax.heterograph.HeteroGraph method) incidence_matrix() (galax.heterograph.HeteroGraph method) index() (galax.function.ReduceFunction method) (galax.heterograph.EdgeSpace method) (galax.heterograph.HeteroGraph method) (galax.heterograph.NodeSpace method) init() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method)

init_with_output() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method) is_homogeneous() (galax.heterograph.HeteroGraph method) is_multigraph() (galax.heterograph.HeteroGraph method) is_mutable_collection() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method) is_not_dummy() (galax.heterograph.HeteroGraph method)

M

make_rng() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method) message_passing() (in module galax.core) metamap (galax.heterograph.HeteroGraph property) module galax.core galax.data galax.data.dataloader galax.data.datasets galax.data.datasets.nodes galax.data.datasets.nodes.graphsage galax.data.datasets.nodes.ogb galax.data.datasets.nodes.planetoid galax.function galax.heterograph galax.nn galax.nn.module galax.nn.utils galax.nn.utils.early_stopping galax.nn.zoo galax.nn.zoo.gat galax.nn.zoo.gcn galax.nn.zoo.graphsage

msg_field (galax.function.ReduceFunction property)

N

ndata (galax.heterograph.HeteroGraph property) node_frames (galax.heterograph.HeteroGraph property)

NodeSpace (class in galax.heterograph) number_of_edges() (galax.heterograph.HeteroGraph method) number_of_nodes() (galax.heterograph.HeteroGraph method)

O

op (galax.function.ReduceFunction property)

out_degrees() (galax.heterograph.HeteroGraph method) out_field (galax.function.ReduceFunction property)

P

param() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method) ppi() (in module galax.data.datasets.nodes.graphsage)

PrixFixeDataLoader (class in galax.data.dataloader) pubmed() (in module galax.data.datasets.nodes.planetoid) put_variable() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method)

R

reddit() (in module galax.data.datasets.nodes.graphsage) ReduceFunction (class in galax.function)

remove_edges() (galax.heterograph.HeteroGraph method) remove_nodes() (galax.heterograph.HeteroGraph method) remove_self_loop() (galax.heterograph.HeteroGraph method)

S

segment_max() (in module galax.function) segment_mean() (in module galax.function) segment_min() (in module galax.function) segment_softmax() (in module galax.function) set_edata() (galax.heterograph.HeteroGraph method) set_gdata() (galax.heterograph.HeteroGraph method) set_ndata() (galax.heterograph.HeteroGraph method) setup() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method)

sow() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method) srcdata (galax.heterograph.HeteroGraph property) sum_nodes() (galax.heterograph.HeteroGraph method)

T

tabulate() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method)

to_canonincal_etype() (galax.heterograph.HeteroGraph method)

U

u_add_e() (in module galax.function) u_add_v() (in module galax.function) u_div_e() (in module galax.function) u_div_v() (in module galax.function) u_dot_e() (in module galax.function)

u_dot_v() (in module galax.function) u_mul_e() (in module galax.function) u_mul_v() (in module galax.function) u_sub_e() (in module galax.function) u_sub_v() (in module galax.function) update_all() (galax.heterograph.HeteroGraph method)

V

v_add_e() (in module galax.function) v_add_u() (in module galax.function) v_div_e() (in module galax.function) v_div_u() (in module galax.function) v_dot_e() (in module galax.function) v_dot_u() (in module galax.function) v_mul_e() (in module galax.function) v_mul_u() (in module galax.function) v_sub_e() (in module galax.function)

v_sub_u() (in module galax.function) variable() (galax.nn.module.ApplyNodes method) (galax.nn.zoo.gat.GAT method) (galax.nn.zoo.gcn.GCN method) (galax.nn.zoo.graphsage.GraphSAGE method) variables (galax.nn.module.ApplyNodes property) (galax.nn.zoo.gat.GAT property) (galax.nn.zoo.gcn.GCN property) (galax.nn.zoo.graphsage.GraphSAGE property)