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.
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 ......
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. :)