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graphdeeplearning/graphtransformer
Why is the number of nodes used as the in_dim_node of the Embedding?

net_params[ in_dim ] = torch.unique(dataset.train[0][0].ndata[ feat ],dim=0).size(0) # node_dim (feat is an integer) #code in main ...... in_dim_node = net_params[ in_dim ] # node_dim (feat is an integer) ...
  • Win7ery
  • Opened 
    on Jul 29, 2024
  • #28

graphdeeplearning/graphtransformer
Error in Using this Graph Transformer Layer on random graph

Hi! I am trying to use this Graph transformer layer on the random graph (see below). The error is occurring KeyError: wV import torch import dgl import networkx as nx from model import GraphTransformerLayer ...
  • Akash82228
  • 1
  • Opened 
    on Mar 6, 2024
  • #27

graphdeeplearning/graphtransformer
AttributeError: Can't get attribute 'DGLHeteroGraph' on <module 'dgl.heterograph' >

Hi, I try to run the example code main_SBMs_node_classification.py by the following command: python main_SBMs_node_classification.py --gpu_id 0 --config configs/SBMs_GraphTransformer_CLUSTER_500k_full_graph_BN.json ...
  • RodyCoco
  • 4
  • Opened 
    on Mar 12, 2023
  • #26

graphdeeplearning/graphtransformer
node update

g.send_and_recv(eids, fn.src_mul_edge( V_h , score , V_h ), fn.sum( V_h , wV )) this only update target node; head_out = g.ndata[ wV ]/g.ndata[ z ] so this only update target node;the source node not update? ...
  • zhouxiaozhang
  • Opened 
    on Nov 1, 2022
  • #25

graphdeeplearning/graphtransformer
Data

  • 1q84er
  • Opened 
    on Oct 30, 2022
  • #24

graphdeeplearning/graphtransformer
How to explain the data in train.index

There s a series of numbers in train.index , but i don t know how to explain it
  • fengbaoyihao3000
  • Opened 
    on Sep 26, 2022
  • #23

graphdeeplearning/graphtransformer
Eval sign flipping

Hi Vijay, Thanks for your repo! Question: I see your doing sign flipping of eigen pos_enc during training, but it seems that you are not doing so during eval time. I understand that we want to make deterministic ...
  • devnkong
  • 3
  • Opened 
    on Jun 6, 2022
  • #22

graphdeeplearning/graphtransformer
is the installation instruction still valid ?

I m trying to setup the environment on mac, followed your instructions carefully however I got the below error when building the env by conda: ResolvePackageNotFound: - h5py=2.9.0 - tensorboard=1.14.0 ...
  • raminass
  • 1
  • Opened 
    on Jun 2, 2022
  • #21

graphdeeplearning/graphtransformer
Why did you divide this term?

Hi there, I was reading your code on graphtransformer, I m kind of curious on the operation shown below. Why did you divide the wV score by the w(or so called score term), I didn t see any terms shown ...
  • sperfu
  • 1
  • Opened 
    on Mar 24, 2022
  • #20

graphdeeplearning/graphtransformer
Do you plan to apply `graphtransformer` to a machine translation task?

Would be interested to know whether you plan to apply the graphtransformer for a machine translation task in the future?
  • nashid
  • 2
  • Opened 
    on Mar 12, 2022
  • #19
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