libgrape-lite
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| libgrape-lite | QuickQanava | |
|---|---|---|
| 3 | 4 | |
| 365 | 1,071 | |
| 1.1% | - | |
| 6.3 | 8.9 | |
| 21 days ago | 17 days ago | |
| C++ | C++ | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
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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
QuickQanava
What are some alternatives?
nodeeditor - Qt Node Editor. Dataflow programming framework
GraphScope - 🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统
CXXGraph - Header-Only C++ Library for Graph Representation and Algorithms
vg - tools for working with genome variation graphs
euler - A distributed graph deep learning framework.
libvineyard - vineyard (v6d): an in-memory immutable data manager. [Moved to: https://github.com/alibaba/v6d]
Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
fdg - A Force Directed Graph Drawing Library
HPCInfo - Information about many aspects of high-performance computing. Wiki content moved to ~/docs.
mpl - A C++17 message passing library based on MPI
LightGraphs.jl - An optimized graphs package for the Julia programming language
dmtcp - DMTCP: Distributed MultiThreaded CheckPointing