torchdrug VS graphlearn-for-pytorch

Compare torchdrug vs graphlearn-for-pytorch and see what are their differences.

torchdrug

A powerful and flexible machine learning platform for drug discovery (by DeepGraphLearning)
Pytorch Deep Learning graph-neural-networks drug-discovery
Source Code
torchdrug.ai
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graphlearn-for-pytorch

A GPU-accelerated graph learning library for PyTorch, facilitating the scaling of GNN training and inference. (by alibaba)
Deep Learning Distributed GPU Pytorch graph-neural-networks
Source Code
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torchdrug graphlearn-for-pytorch
3 1
1,394 106
0.7% 1.9%
5.7 8.2
6 months ago 5 days ago
Python Python
Apache License 2.0 Apache License 2.0
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.

torchdrug

Posts with mentions or reviews of torchdrug. We have used some of these posts to build our list of alternatives and similar projects.

graphlearn-for-pytorch

Posts with mentions or reviews of graphlearn-for-pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-15.

What are some alternatives?

When comparing torchdrug and graphlearn-for-pytorch you can also consider the following projects:

deepchem - Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

deep_gcns_torch - Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

DeepRobust - A pytorch adversarial library for attack and defense methods on images and graphs

pytorch_geometric - Graph Neural Network Library for PyTorch [Moved to: https://github.com/pyg-team/pytorch_geometric]

pytorch_geometric_temporal - PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

GraphScope - 🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统

dgl - Python package built to ease deep learning on graph, on top of existing DL frameworks.

RecBole - A unified, comprehensive and efficient recommendation library

chemicalx - A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

pytorch_geometric - Graph Neural Network Library for PyTorch

torchdrug vs deepchem graphlearn-for-pytorch vs deep_gcns_torch torchdrug vs DeepRobust graphlearn-for-pytorch vs pytorch_geometric torchdrug vs pytorch_geometric_temporal graphlearn-for-pytorch vs GraphScope torchdrug vs dgl graphlearn-for-pytorch vs RecBole torchdrug vs RecBole graphlearn-for-pytorch vs pytorch_geometric_temporal torchdrug vs chemicalx graphlearn-for-pytorch vs pytorch_geometric