AndrewNguyen commited on
Commit
e7440b2
·
verified ·
1 Parent(s): 972d620

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +34 -0
README.md ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - link-prediction
4
+ - graph-neural-network
5
+ - refined-gae
6
+ datasets:
7
+ - ogbl-collab
8
+ ---
9
+
10
+ # Refined-GAE Model for ogbl-collab
11
+
12
+ This model was trained using the Refined-GAE framework.
13
+
14
+ ## Model Details
15
+ - **Model**: GCN
16
+ - **Dataset**: ogbl-collab
17
+ - **Run Name**: collab-baseline
18
+ - **Hidden Channels**: 1024
19
+ - **Epochs**: 20
20
+ - **Propagation Steps**: 4
21
+
22
+ ## Usage
23
+
24
+ ```python
25
+ import torch
26
+ from huggingface_hub import hf_hub_download
27
+
28
+ checkpoint_path = hf_hub_download(
29
+ repo_id="AndrewNguyen/refined-gae-checkpoints",
30
+ filename="checkpoints/ogbl-collab_GCN_collab-baseline.pt"
31
+ )
32
+
33
+ state_dict = torch.load(checkpoint_path)
34
+ ```