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Log-based Anomaly Detection with Deep Learning: How Far Are We? (ICSE 2022, Technical Track)

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How can i get the raw Spirit dataset(172 million log messages)

In logadempirical/logdeep/dataset/sample.py line 161, the value of sequential_pattern is set to empty list: sequential_pattern = [] which is the main input of deeplog model. It caused an error during running...

Guys, this code is missing something. According to the demo script to run the code for a long time or failed to run。 ![image](https://github.com/LogIntelligence/LogADEmpirical/assets/143327956/8f8837d7-84b5-4085-ad18-7f1cbb86c09b) ![image](https://github.com/LogIntelligence/LogADEmpirical/assets/143327956/86b60a83-d721-4dc9-b886-13db53774297) Is there a big guy...

I follow README.md demo shell script,and I got this error. Please tell me how to change the parameter to avoid this problem.

In logadempirical/logdeep/models/lstm.py line 109, the inputs are set as: input0, input1 = features[2], features[1] where features[2] is semantic pattern according to logadempirical/logdeep/dataset/sample.py. However, in the original code of in logdeep...

Could you please provide a benchmark (details of argument values for each experiment) for accurate reproduction of results? Perhaps, similar to the Loglizer repository which has a benchmarks folder.

In logadempirical/PLELog/data/DataLoader.py line 324, there is this line: train = train[:100000] which restricts the training dataset to the first 100000 logs. Why it has been applied? In fact, it makes...

Could you please update requirements for the project please? I suppose it's outdated.

I created a dockerfile to make is easier to get up and running

Hello, I have some questions about the 'seq' field in the data; ![image](https://user-images.githubusercontent.com/59111492/182018301-ece3c947-8b24-46b9-82de-af2dace2cbf4.png) I tried to find how 'seq' was generated in the code. However, in addition to the generated...