pytorch_geometric VS graphlearn-for-pytorch

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

pytorch_geometric

Graph Neural Network Library for PyTorch [Moved to: https://github.com/pyg-team/pytorch_geometric] (by rusty1s)
Pytorch geometric-deep-learning graph-neural-networks Deep Learning graph-convolutional-networks

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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
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pytorch_geometric graphlearn-for-pytorch
1 1
14,506 106
- 1.9%
9.8 8.2
about 2 years ago 7 days ago
Python Python
MIT License 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.
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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.

pytorch_geometric

Posts with mentions or reviews of pytorch_geometric. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-02.

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 pytorch_geometric and graphlearn-for-pytorch you can also consider the following projects:

pytorch_geometric - Graph Neural Network Library for PyTorch

torchdrug - A powerful and flexible machine learning platform for drug discovery

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

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

pytorch-lightning - The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate. [Moved to: https://github.com/PyTorchLightning/pytorch-lightning]

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

PyNeuraLogic - PyNeuraLogic lets you use Python to create Differentiable Logic Programs

RecBole - A unified, comprehensive and efficient recommendation library

tutorials - PyTorch tutorials.

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

GNNs-Recipe - 🟠 A study guide to learn about Graph Neural Networks (GNNs)

pytorch_geometric vs pytorch_geometric graphlearn-for-pytorch vs torchdrug pytorch_geometric vs Pytorch graphlearn-for-pytorch vs deep_gcns_torch pytorch_geometric vs pytorch-lightning graphlearn-for-pytorch vs GraphScope pytorch_geometric vs PyNeuraLogic graphlearn-for-pytorch vs RecBole pytorch_geometric vs tutorials graphlearn-for-pytorch vs pytorch_geometric_temporal pytorch_geometric vs GNNs-Recipe graphlearn-for-pytorch vs pytorch_geometric