Skip to content

alip67/glpe

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

78 Commits
PPGN
PPGN
 
 
data
data
 
 
dev-codes
dev-codes
 
 
graph-task
graph-task
 
 
notebooks
notebooks
 
 
results
results
 
 
signnet
signnet
 
 
splits
splits
 
 
.gitattributes
.gitattributes
 
 
.gitignore
.gitignore
 
 
PlotEigVecs.ipynb
PlotEigVecs.ipynb
 
 
README.md
README.md
 
 
Zinc12k.py
Zinc12k.py
 
 
best_params.py
best_params.py
 
 
cite_16.json
cite_16.json
 
 
cite_LPE.json
cite_LPE.json
 
 
cite_pLPE.json
cite_pLPE.json
 
 
citeseer_noLPE.json
citeseer_noLPE.json
 
 
config.json
config.json
 
 
config.yaml
config.yaml
 
 
config_cora_16pLPE.json
config_cora_16pLPE.json
 
 
config_cora_LPE.json
config_cora_LPE.json
 
 
config_cora_noLPE.json
config_cora_noLPE.json
 
 
config_cora_pLPE.json
config_cora_pLPE.json
 
 
create.py
create.py
 
 
create_LPE_graphs.py
create_LPE_graphs.py
 
 
create_data.py
create_data.py
 
 
data.py
data.py
 
 
dataset_enriched.pt
dataset_enriched.pt
 
 
dataset_enriched_Citeseer.pt
dataset_enriched_Citeseer.pt
 
 
dataset_enriched_Citeseer_p16.pt
dataset_enriched_Citeseer_p16.pt
 
 
dataset_enriched_Cora.pt
dataset_enriched_Cora.pt
 
 
dataset_enriched_Cora_p16.pt
dataset_enriched_Cora_p16.pt
 
 
dataset_enriched_texas.pt
dataset_enriched_texas.pt
 
 
dataset_enriched_{'Citeseer'}.pt
dataset_enriched_{'Citeseer'}.pt
 
 
dataset_enriched_{'Cora'}.pt
dataset_enriched_{'Cora'}.pt
 
 
dataset_lpe_Citeseer.pt
dataset_lpe_Citeseer.pt
 
 
dataset_lpe_Cora.pt
dataset_lpe_Cora.pt
 
 
dataset_lpe_Pubmed.pt
dataset_lpe_Pubmed.pt
 
 
dataset_zinc_p1.2.pt
dataset_zinc_p1.2.pt
 
 
dataset_zinc_p1.4.pt
dataset_zinc_p1.4.pt
 
 
dataset_zinc_p1.6.pt
dataset_zinc_p1.6.pt
 
 
dataset_zinc_p1.8.pt
dataset_zinc_p1.8.pt
 
 
dataset_zinc_p1.pt
dataset_zinc_p1.pt
 
 
dataset_zinc_p2.pt
dataset_zinc_p2.pt
 
 
empty.json
empty.json
 
 
environment.yml
environment.yml
 
 
gnn.py
gnn.py
 
 
graph_level_RGD.py
graph_level_RGD.py
 
 
heterophilic.py
heterophilic.py
 
 
logger.py
logger.py
 
 
mygithubkey
mygithubkey
 
 
mygithubkey.pub
mygithubkey.pub
 
 
new_dataset_zinc_p1.0.pt
new_dataset_zinc_p1.0.pt
 
 
new_dataset_zinc_p1.2.pt
new_dataset_zinc_p1.2.pt
 
 
new_dataset_zinc_p1.4.pt
new_dataset_zinc_p1.4.pt
 
 
new_dataset_zinc_p1.6.pt
new_dataset_zinc_p1.6.pt
 
 
new_dataset_zinc_p1.8.pt
new_dataset_zinc_p1.8.pt
 
 
new_dataset_zinc_p2.5.pt
new_dataset_zinc_p2.5.pt
 
 
new_dataset_zinc_p3.0.pt
new_dataset_zinc_p3.0.pt
 
 
new_dataset_zinc_p4.0.pt
new_dataset_zinc_p4.0.pt
 
 
node_RGD.py
node_RGD.py
 
 
node_RGD_p16.py
node_RGD_p16.py
 
 
node_gnn.py
node_gnn.py
 
 
node_gnn_RGD.py
node_gnn_RGD.py
 
 
node_gnn_RGD_backup.py
node_gnn_RGD_backup.py
 
 
node_level_RGD.py
node_level_RGD.py
 
 
ppgn_opt.py
ppgn_opt.py
 
 
run_citeseer.py
run_citeseer.py
 
 
sweeps-Copy1.yaml
sweeps-Copy1.yaml
 
 
sweeps.yaml
sweeps.yaml
 
 
test.py
test.py
 
 
utils.py
utils.py
 
 
utils_1.py
utils_1.py
 
 

Repository files navigation

glpe

  1. conda env create -f environment.yml

  2. conda activate glpe

  3. cd signnet/GraphPrediction/

  4. Run the following scripts a) bash scripts/ZINC/neurips/script_ZINC_gin_lappe_16_pLPE.sh b) bash scripts/ZINC/neurips/script_ZINC_gin_signinv_16_pLPE.sh c) bash scripts/ZINC/neurips/script_ZINC_transformer_16_lappep_LPE.sh

The other scripts are not ready yet.

About

No description, website, or topics provided.

Resources

Readme
Activity

Stars

0 stars

Watchers

1 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Contributors 2

  •  
  •  

Languages