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d0ng1ee / logdeep

log anomaly detection toolkit including DeepLog
MIT License
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Question about LogAnomaly #6

Closed yunsangq closed 4 years ago

yunsangq commented 4 years ago

Thank you for your work. It was very helpful.

I have a Two questions about LogAnomaly.

First, When I read LogAnomaly paper there was Template2Vec Section. But I can't find that part in your code. There was a count vector part, but the sequence part does not seem to have Template2Vec applied.

Second, Attention was implemented in the logdeep/models/lstm.py, but it was not used.

Again, Thanks for your work. :)

d0ng1ee commented 4 years ago
  1. Template2Vec is used in the actual application of a new log without a corresponding eventid, I did not implement it here, if you implement it, welcome Pr. 2.The attention mechanism(seems popular in papers in the nlp field) has little effect on My experimental results. I think i need update the model with attention part ......
yunsangq commented 4 years ago

Thank you for quick response!

It helped a lot 😄😄😄