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As was discussed on Slack, there may be design decisions to take so that MLJ can support non-iid tabular data (time series or other).
To get the ball started, here are some thoughts on time series a…
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**We have already implemented one code sample which uses fbprophet to detect anomalies**
We would want you to make more code examples using other predictive models. :pray:
**List of Predictive Mo…
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Would be nice if we had something like [checkresiduals](https://rdrr.io/cran/forecast/man/checkresiduals.html) to apply to a model fit.
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I propose idea that we can pass exog time series directly in all nodes instead manually creating complicated pipelines with different time-series sources.
Now we need to create input data for all …
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See [linkedin comment](https://www.linkedin.com/feed/update/urn:li:activity:6864215615461232640?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A6864215615461232640%2C6864297306729025536%29).
- [ ] Ad…
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Would be massively useful to have a Seasoned ARIMA model for the time series analysis.
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Here is a brief overview (which should be extended for the documentation)
## continuous response
- continuous response on real line
- linear models OLS, WLS
- generalized linear models GLM wi…
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Hi, thanks for writing and making your package publicly available!
If I understand correct there is no straightforward way to forecast with ZIM right now. I'd like to make a request for a `forecast…
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### Description
Id woulr be great to allow `AutoCES` support external regressors.According to the paper in the doc strings https://onlinelibrary.wiley.com/doi/full/10.1002/nav.22074 it is possible…
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I am searching for a way to speed up model training since we need to train many of them (i.e. dozens of millions). To profile things up, I took an example model, which takes 190 seconds to train. Out …