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upload Simple-HGN to cogdl example and leaderboard #233

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merged 8 commits into from
May 29, 2021
Merged

upload Simple-HGN to cogdl example and leaderboard #233

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968d5f5
encode_paper
sofyc May 16, 2021
2e59f4a
upload Simple-HGN to cogdl example and leaderboard
1049451037 May 26, 2021
44a3fc4
update Simple-HGN in cogdl
1049451037 May 26, 2021
9f2404f
[Feature] Add mhspmm to speed up GAT (#234)
fishmingyu May 27, 2021
ecde51c
[WIP] New Interface for Encoding Paper
sofyc May 27, 2021
ffb4a32
Merge pull request #228 from sofyc/oagbert_encode_paper
Somefive May 27, 2021
ef93194
Merge branch 'master' of github.com:1049451037/cogdl into hgb
cenyk1230 May 28, 2021
672dd8b
Formatting
cenyk1230 May 28, 2021
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8 changes: 2 additions & 6 deletions cogdl/models/agc/daegc.py
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Original file line number Diff line number Diff line change
Expand Up @@ -49,12 +49,8 @@ def __init__(self, num_features, hidden_size, embedding_size, num_heads, dropout
self.embedding_size = embedding_size
self.dropout = dropout
self.num_clusters = num_clusters
self.att1 = GATLayer(
num_features, hidden_size, dropout=dropout, alpha=0.2, nhead=num_heads, concat=True, fast_mode=False
)
self.att2 = GATLayer(
hidden_size * num_heads, embedding_size, dropout=dropout, alpha=0.2, nhead=1, concat=False, fast_mode=False
)
self.att1 = GATLayer(num_features, hidden_size, dropout=dropout, alpha=0.2, nhead=num_heads, concat=True)
self.att2 = GATLayer(hidden_size * num_heads, embedding_size, dropout=dropout, alpha=0.2, nhead=1, concat=False)
self.cluster_center = None

def get_trainer(self, task, args):
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