yule-buaa / dyglib_tgb Goto Github PK
View Code? Open in Web Editor NEWAn Empirical Evaluation of Temporal Graph Benchmark
License: MIT License
An Empirical Evaluation of Temporal Graph Benchmark
License: MIT License
Thank you for the effort in creating DyGLib and adapting it to TGB!
I have a question regarding line 151 to line 161 in utils/DataLoader.py
if 'node_feat' not in data.keys():
node_raw_features = np.zeros((num_nodes + 1, 1))
else:
node_raw_features = data['node_feat'].astype(np.float64)
# deal with node features whose shape has only one dimension
if len(node_raw_features.shape) == 1:
node_raw_features = node_raw_features[:, np.newaxis]
# add feature of padded node and padded edge
node_raw_features = np.vstack([np.zeros(node_raw_features.shape[1])[np.newaxis, :], node_raw_features])
edge_raw_features = np.vstack([np.zeros(edge_raw_features.shape[1])[np.newaxis, :], edge_raw_features])
It seems like node_raw_features would be padded twice if 'node_feat' is not in data.keys(). The first time is in np.zeros((num_nodes + 1, 1))
while the second time is in np.vstack([np.zeros(node_raw_features.shape[1])[np.newaxis, :], node_raw_features])
. This makes the length of the 0-th dimension of node_raw_features greater than the number of unique nodes by 2. I am not sure if this is intended or not. Please let me know if I missed something. Thanks!
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.