I'm using latest pyod version on pypi. How to generate simulated data where x-axis is time? Thank you.

ES - v6.5.4
Kibana - v6.5.4
Search guard - v6.5.4
sentinl plugin - v6.5.4

Configure sentinl with some test watcher and action , but when i deleted the watcher from kibana GUI , but still alarm get fired at the regular interval , as i already given required permission at search guard , subsequent index get created at elastic search , manually deleted watcher index but it will auto recr

User @codyschank had noticed that for small datasets, stumpy.stomp._stomp is faster than stumpy.stump. Here is some very rough timing calculations from my 2-core laptop:

    length       stomp       stump  stomp/stump   stump/stomp
0      128    0.006628    0.018066     0.366867      2.725782
1      256    0.

Please throw a warning message to the user when automatically modifying parameters or algorithms. Doing this silently makes it extremely difficulty to debug and fine-tune.

https://github.com/linkedin/luminol/blob/42e4ab969b774ff98f902d064cb041556017f635/src/luminol/algorithms/anomaly_detector_algorithms/bitmap_detector.py#L60-L73

https://github.com/linkedin/luminol/blob/42e4ab969b774ff98f902

nowadays, docs with rarely interpretation is difficult to understand the algorithm,
Such as bayes rule sets and other Underdogs have little references.
If can provide a common introduce in interface level may be good for programmers
who have little information of algorithm to start

Hello,
I am working on my thesis on anomaly detection on electric grid timeseries data. I am using ADTK as one of the method to detect outliers in the data. I wanted to know if it is possible to get some theoretical references on methods used for detectors, transformers, aggregators, pipeline and pipnet. I would also like to cite ADTK project but could not find any citations. It would be great to

It would be great to support these optional header fields according to ENVI documentation:

http://www.exelisvis.com/docs/EnterOptionalHeaderInformation.html#Set3

It's not going to be easy with the current memmap implementation.

Hi, nice to meet you. I would like to ask you to improve README file to be more practical and intuitive. Based on the issues list, it's possible to notice a lot of mistakes due to incomplete information. Please.