euler有没有支持动态网络embedding的算法?
- 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