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2 changes: 1 addition & 1 deletion README-zh.md
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一站式超大规模图计算系统
</p>

[![Translation](https://img.shields.io/badge/Translation-English-success)](https://github.com/alibaba/GraphScope)
[![Translation](https://shields.io/badge/Docs-English-blue?logo=Read%20The%20Docs)](https://github.com/alibaba/GraphScope)

GraphScope 是阿里巴巴达摩院智能计算实验室研发并开源的一站式图计算平台。依托于阿里海量数据和丰富场景,与达摩院的高水平研究,GraphScope 致力于针对实际生产场景中图计算的挑战,提供一站式高效的解决方案。

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4 changes: 2 additions & 2 deletions README.md
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</p>

[![GraphScope CI](https://github.com/alibaba/GraphScope/workflows/GraphScope%20CI/badge.svg)](https://github.com/alibaba/GraphScope/actions?workflow=GraphScope+CI)
[![Docs](https://github.com/alibaba/GraphScope/workflows/Docs/badge.svg)](https://graphscope.io/docs)
[![Coverage](https://codecov.io/gh/alibaba/GraphScope/branch/main/graph/badge.svg)](https://codecov.io/gh/alibaba/GraphScope)
[![Translation](https://img.shields.io/badge/Translation-%E4%B8%AD%E6%96%87%E7%89%88-success)](README-zh.md)
[![Docs-en](https://shields.io/badge/Docs-English-blue?logo=Read%20The%20Docs)](https://graphscope.io/docs)
[![Docs-zh](https://shields.io/badge/Docs-%E4%B8%AD%E6%96%87-blue?logo=Read%20The%20Docs)](README-zh.md)

GraphScope is a unified distributed graph computing platform that provides a one-stop environment for performing diverse graph operations on a cluster of computers through a user-friendly Python interface. GraphScope makes multi-staged processing of large-scale graph data on compute clusters simple by combining several important pieces of Alibaba technology: including [GRAPE](https://github.com/alibaba/libgrape-lite), [MaxGraph](interactive_engine/), and [Graph-Learn](https://github.com/alibaba/graph-learn) (GL) for analytics, interactive, and graph neural networks (GNN) computation, respectively, and the [vineyard](https://github.com/alibaba/libvineyard) store that offers efficient in-memory data transfers.

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2 changes: 1 addition & 1 deletion analytical_engine/README-zh.md
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# GraphScope 图分析引擎 - GRAPE

[![Translation](https://img.shields.io/badge/Translation-English-success)](https://github.com/alibaba/GraphScope/tree/main/analytical_engine)
[![Translation](https://shields.io/badge/Docs-English-blue?logo=Read%20The%20Docs)](https://github.com/alibaba/GraphScope/tree/main/analytical_engine)


GraphScope 中的图分析引擎继承自 **GRAPE**,该系统实现了论文 [Parallelizing Sequential Graph Computations](https://dl.acm.org/doi/10.1145/3282488) 中提出的不动点计算模型。
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2 changes: 1 addition & 1 deletion analytical_engine/README.md
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# GraphScope Analytical Engine - GRAPE

[![Translation](https://img.shields.io/badge/translation-%E4%B8%AD%E6%96%87%E7%89%88-success)](README-zh.md)
[![Translation](https://shields.io/badge/Docs-%E4%B8%AD%E6%96%87-blue?logo=Read%20The%20Docs)](README-zh.md)

The analytical engine in GraphScope originated from **GRAPE**, a system that implemented the fix-point model proposed in the paper [Parallelizing Sequential Graph Computations](https://dl.acm.org/doi/10.1145/3282488).

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2 changes: 1 addition & 1 deletion interactive_engine/README-zh.md
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# GraphScope 交互查询引擎

[![Translation](https://img.shields.io/badge/Translation-English-success)](https://github.com/alibaba/GraphScope/tree/main/interactive_engine)
[![Translation](https://shields.io/badge/Docs-English-blue?logo=Read%20The%20Docs)](https://github.com/alibaba/GraphScope/tree/main/interactive_engine)

GraphScope的交互查询引擎(简称GIE)是一个分布式系统,它为不同经验的用户提供了一个易用的交互式环境,支持海量复杂图数据上的*实时分析与交互探索*。该引擎支持[Gremlin](http://tinkerpop.apache.org/)语言表达的交互图查询,并提供了自动化和用户透明的分布式并行执行。

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2 changes: 1 addition & 1 deletion interactive_engine/README.md
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# GraphScope Interactive Engine

[![Translation](https://img.shields.io/badge/Translation-%E4%B8%AD%E6%96%87%E7%89%88-success)](README-zh.md)
[![Translation](https://shields.io/badge/Docs-%E4%B8%AD%E6%96%87-blue?logo=Read%20The%20Docs)](README-zh.md)

GraphScope Interactive Engine (GIE) is a distributed system designed specifically to make it easy for a variety of users to analyze large and complex graph structures in an *exploratory* manner. It exploits [Gremlin](http://tinkerpop.apache.org/) to provide a high-level language for interactive graph queries, and provides automatic parallel execution.

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2 changes: 1 addition & 1 deletion learning_engine/README-zh.md
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# GraphScope 图学习引擎: Graph-Learn

[![Translation](https://img.shields.io/badge/Translation-English-success)](https://github.com/alibaba/GraphScope/tree/main/learning_engine)
[![Translation](https://shields.io/badge/Docs-English-blue?logo=Read%20The%20Docs)](https://github.com/alibaba/GraphScope/tree/main/learning_engine)

GraphScope 图学习引擎即为 GraphLearn,在其之上做了一些适配和封装。

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2 changes: 1 addition & 1 deletion learning_engine/README.md
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# GraphScope Learning Engine: Graph-Learn

[![Translation](https://img.shields.io/badge/Translation-%E4%B8%AD%E6%96%87%E7%89%88-success)](README-zh.md)
[![Translation](https://shields.io/badge/Docs-%E4%B8%AD%E6%96%87-blue?logo=Read%20The%20Docs)](README-zh.md)

The learning engine in GraphScope is GraphLearn with some adaptions and wrappers.

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