Comments (2)
Hi @incenger, thanks for your question.
We had a major update to the paper and we focus more comprehensively to different classes of GNNs.
DiffPool is a hierarchical differentiable graph pooling mechanism, and the model can be built by using any GNN at each level of hierarchy. This falls in a line of work focused on generating hierarchical layer representations of graphs. We plan to dive in detail on pooling-based models later in future works.
For now, in case you want to access the code for DiffPool and other models for the earlier version of this work, please check this branch.
Best,
Vijay
from benchmarking-gnns.
@vijaydwivedi75 Thank you :)
from benchmarking-gnns.
Related Issues (20)
- implementation using Pytorch geometric HOT 3
- Where is the implementation of `Graph Size Normalization`? HOT 1
- Are MNIST and CIFAR10 Directed or Undirected Graphs? HOT 1
- Questin About semisupervised_MNIST_CIFAR10 dataset HOT 6
- The ZINC dataset can't be download. HOT 1
- Explanation of Node Classification Tasks HOT 1
- HELP: A question regarding the implementation of the GatedGCN layer HOT 1
- The possibility of having 2D node features HOT 1
- Can I install the benchmark for Win 10? THANK YOU SO MUCH!
- An issue in Reproducibility HOT 3
- Install in different environment HOT 1
- WARNING:root:NaN or Inf found in input tensor. HOT 1
- When I run the superpixel graph_classification experiment, I got the error"'Column' object has no attribute 'deferred_dtype'" HOT 1
- Can you share the code about how to convert SMILES to .pkl file for zinc dataset?
- Are two ZINC download links the same?
- dgl reaches 1.0
- Issue with AttributeError: 'DGLGraph' object has no attribute 'adjacency_matrix_scipy' HOT 1
- How to fix this bug? HOT 1
- dgl version changed and we cannot even start running
- issue about sigma function in superpixel.py HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from benchmarking-gnns.