khundman / telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

Home Page:https://arxiv.org/abs/1802.04431

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Problem with the simple example

terry07 opened this issue · comments

Could anyone help with the next error on the simple example:

ValueError: Run ID 2018-05-19_15.00.10 is not valid. If loading prior models or predictions, must provide valid ID.

Thanks for your time.

@terry07 each time you generate predictions, a run_id is created. In config.yaml, the default run_id corresponds to the experiment and data detailed in the paper (predictions are pre-generated). If you want to recreate anomaly results from the paper and use this run_id make sure you pull down the data corresponding to this run (see here). Or if you are training your own models and generating different predictions, change the run_id to match the run_id for that output.