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GuansongPang / deviation-network

Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection, semi-supervised anomaly detection
GNU General Public License v3.0
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Reproduce for a different dataset #5

Closed faaizuddin closed 3 years ago

faaizuddin commented 3 years ago

Hello, I have a 1d time series dataset in the format (x, y, z), where x = number of samples, y = number of timesteps and z = 1 (dimensions). How am I able to run your code with my dataset? Where do I need to make changes?

GuansongPang commented 3 years ago

Hi, a simple solution would be to add some additional network layers that are suitable for handling time series data into the current DevNet architecture, such as simple RNN, LSTM, GRU, etc. Thanks.