EnyanDai / GANF

Offical implementation of "Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series" (ICLR 2022)
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How does MAF work for this one-dimensional univariate time series? #12

Open scutzck033 opened 1 year ago

scutzck033 commented 1 year ago

Thank you very much for sharing the code. In your paper, you used CNF based on MAF to evaluate the conditional probability distribution of each time series variable. But MAF should mask some of the dimensions of hidden variables and then perform autoregression. How does MAF work for this one-dimensional univariate time series?