TadGAN

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Using multivariate time series data

1

Hi guys, awesome work! I was exploring it and couldn't figure out how to use multivariate time series data as also told in your paper. Looking forward to the instructions.

nik13

The loss of the encoder and decoder is very high

3

i have use the model in my own dataset ,But after a long time of training, the loss is still very high.Can you tell me how to reduce my loss?...

zhaotianzi

Hi, Thanks for the translation of TadGan into pytorch. when I apply prune_false_positive program, I found some confusion about this, i think we should find every abnormal sequences that the...

529261027

After reading the code carefully, I found that the loss function of the encoder consists of three parts.like this loss_enc = mse + critic_score_valid_x - critic_score_fake_x i can understand 'mse',but...

zhaotianzi

TadGAN does not work with the default setup

17

Hi, I have tried to run the code with the current setup (number of epochs is 30) but I get File TadGAN/anomaly_detection.py", line 129, in find_scores precision = tp /...

rruizdeaustri