SAYAN CHAKRABORTY

@msplmansit98 Luminaire is a time series anomaly detection tool that tracks temporal patterns and variations over time. The reliability of the model depend on the fact that it needs to...

@msplmansit98 If you have daily data with 4.5k-5k data points, that means your observations are coming at a higher frequency than an hour. Luminaire batch model currently supports till hourly...

@webbug2005 Currently, Luminaire batch models only supports certain pandas offsets ([link](https://zillow.github.io/luminaire/api_reference/optimization.html)) and 30 mins is currently not supported. That being said, you can still use the [WindowDensityModel](https://zillow.github.io/luminaire/api_reference/streaming.html) which supports any...

Optimization is only for the batch models in Luminaire. WindowDensityModel has an embedded optimization precess to pick the right parameters, so, you don't need to use the optimization module separately.

@webbug2005, would you be able to share any reproducible code with a dummy data in colab? It will be easier for me to debug that way!