GraphGPS
Recipe for a General, Powerful, Scalable Graph Transformer (by rampasek)
gnn-lspe
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022 (by vijaydwivedi75)
GraphGPS | gnn-lspe | |
---|---|---|
1 | 3 | |
596 | 223 | |
- | - | |
0.0 | 0.0 | |
4 months ago | about 2 years ago | |
Python | Python | |
MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
GraphGPS
Posts with mentions or reviews of GraphGPS.
We have used some of these posts to build our list of alternatives
and similar projects.
gnn-lspe
Posts with mentions or reviews of gnn-lspe.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-01-07.
- [D] Machine Learning - WAYR (What Are You Reading) - Week 128
-
[R] Graph Neural Networks with Learnable Structural and Positional Representations
Code for https://arxiv.org/abs/2110.07875 found: https://github.com/vijaydwivedi75/gnn-lspe
What are some alternatives?
When comparing GraphGPS and gnn-lspe you can also consider the following projects:
graphtransformer - Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
pytorch_geometric - Graph Neural Network Library for PyTorch
chemicalx - A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
pna - Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric
efficient-gnns - Code and resources on scalable and efficient Graph Neural Networks
PDN - The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
diffnet - Graph Neural Network based Social Recommendation Model. SIGIR2019.