donut

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time series detection for multi dimensional time series?

1

While this paper mainly focus on single dimension time series, are there extensions to deal with multi dimensional time series? For example apply VAE on the feature vector of each...

yuehu9

sliding window

1

Hi, how can I set or change the sliding window length? thank you.

gireeshkbogu

Understanding What Test Scores Mean

1

Hi, thank you so much for providing this implementation for your paper. Could you please explain in layman's terms what exactly the test_scores mean in regards to the original timeseries...

rukyr

Size of prediction doesn't match size of test_values

1

Hello I am trying to interpret the severity of anomalies using the sample data cpu4.csv and following: > take the negative of the score, if you want something to directly...

Anaisdg

hi is there any demo or more detailed tutorial to show us how to run Donut? Thanks, I am a beginner.

jchenWill

Interpreting DonutPredictor.get_score values that are all negative

1

Hi Haowen, My data set has continuous points , where each point repesent a day, and not minutes that you have shown in the paper/ sample_data. I had provided a...

useruq

ModuleNotFoundError: No module named 'tfsnippet.modules'

1

NarekMindojo

When calling the `reconstruct` function in `vae.py` it only returns a single (averaged) value, the reconstruction of the input. Is it possible to access the reconstructions before the averaging is...

EpsDel

Memory leaks when creating Donut model

7

Hi, I tried to use Donut for an anomaly detection project. For some reasons, I separate the processes of restoring model and prediction, and problem happened while restoring model. Every...

Minghao23

Dear author, I'm trying to run Donut for the datasets in the sample_data diretory. I found it was quite tricky to get the training porcess converged. Would you please share...

flyingkid-ntu