alibaba / alibaba/euler

euler有没有支持动态网络embedding的算法?

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Dominant language
C++
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Description

例如我有一个有向同构图,图本身很大(有上亿条边)但更新的频率比较慢(例如每天增加/删除的边只占所有边数量的不到1%,因此用完整的图重新训练一次开销太大了),请问euler中有没有内置的模型支持每天输入一个增量图,只对增量图中涉及的节点的embedding进行更新的模型呀?

一个问题是每天都会有一些已经之前存在的边被删除,因此不太了解怎么用euler那个json格式表示昨天还存在但今天被删除的边

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Research direction

Read the issue's question about Euler's graph input format and incremental embedding updates; it does not identify a source file, model, or test to start from. Determine whether Euler supports incremental training for changed nodes and how its JSON graph format represents deleted edges; done would mean a documented answer or a scoped implementation, but the issue provides no decision or code pointers.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
20/100

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