DAMO-DI-ML / KDD2023-DCdetector

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Where is the file creditcard_ts.csv #12

Open ibizatomorrow opened 1 year ago

tianzhou2011 commented 1 year ago

May I inquire about the specific script you are running that necessitates the utilization of this particular file?

ShanLul commented 1 year ago

Hello, there is no "result" directory provided in your code, so when running MSL.sh, it cannot find MSL.log

ShanLul commented 1 year ago

I understand. You can either create a "result" directory in the root directory by yourself, or comment out the line 116 in the main file which is "sys.stdout = Logger("result/"+ config.data_path +".log", sys.stdout)".

yyysjz1997 commented 1 year ago

Thanks for you point it out.

This is the data preprocessing pipeline for credit card data: https://github.com/datamllab/tods/tree/benchmark/benchmark/realworld_data/data/script

Additionally, for your convenience in further testing the results, I compiled a list of available anomaly detection datasets or useful links:

https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/ec5decca5ed3d6b8079e2e7e7bacc9f2-Abstract-round1.html

https://github.com/datamllab/tods/blob/benchmark/benchmark/synthetic/Generator/multivariate_generator.py

https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/EBCFKM

https://www.nature.com/articles/s41597-020-0548-x

https://pubmed.ncbi.nlm.nih.gov/32651380/

https://www.cs.ucr.edu/~eamonn/time_series_data_2018/

Hope them help.

yyysjz1997 commented 1 year ago

No description provided.

Hello, here is the credit card dataset already sliced. Original dataset can be generated by this.