libgrape-lite
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libgrape-lite | euler | |
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3 | 2 | |
363 | 2,873 | |
1.7% | 0.2% | |
6.3 | 0.0 | |
about 21 hours ago | 7 months ago | |
C++ | C++ | |
Apache License 2.0 | Apache License 2.0 |
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libgrape-lite
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libgrape-lite VS CXXGraph - a user suggested alternative
2 projects | 17 Mar 2022
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GraphScope: A One-Stop Large-Scale Graph Computing System
We don't have a benchmark between the analytical engine in GraphScope (aka. GAE) with GraphX/Giraph. But we do have evaluated the performance of the underlying engine of GAE (libgrape-lite) with LDBC Graph Analytics Benchmark and it achieves higher performance comparably to the state-of-the-art systems [2].
[1]: https://github.com/alibaba/libgrape-lite
[2]: https://github.com/alibaba/libgrape-lite/blob/master/Perform...
Yes, we intend to cover the functionality provided by GraphLab, but with better performance (see https://github.com/alibaba/libgrape-lite/blob/master/Perform..., We are actually 10x~50x faster...).
Also we also provide the ability to do Gremlin queries on graphs as well as GNN with TensorFlow, neither is provided with GraphLab
euler
What are some alternatives?
QuickQanava - :link: C++17 network / graph visualization library - Qt6 / QML node editor.
GraphScope - 🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统
awesome-graph-classification - A collection of important graph embedding, classification and representation learning papers with implementations.
CXXGraph - Header-Only C++ Library for Graph Representation and Algorithms
pytorch_geometric_temporal - PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
libvineyard - vineyard (v6d): an in-memory immutable data manager. [Moved to: https://github.com/alibaba/v6d]
efficient-gnns - Code and resources on scalable and efficient Graph Neural Networks
HPCInfo - Information about many aspects of high-performance computing. Wiki content moved to ~/docs.
mpl - A C++17 message passing library based on MPI
dmtcp - DMTCP: Distributed MultiThreaded CheckPointing