donut changes - Githubissues

KDD-OpenSource / DeepADoTS

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

MIT License

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Closed xasetl closed 6 years ago

xasetl commented 6 years ago

donut does not exclude all missing values in training. they will be interpolated beforehand
removes missing data injection in training of donut
minor changes to donut: x_dims and valid_portion
adds bfill() to fill nans whose are before the first_valid_index

Chaoste commented 6 years ago

Functional review: It actually trains ;)