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### Version of the project
v3.0.0-beta.0
### Tech Stack
DevOps [DO]
### Project details
Prometheus, a Cloud Native Computing Foundation project, is a systems and service monitoring syst…
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https://www.researchgate.net/publication/361359349_PROFHIT_Probabilistic_Robust_Forecasting_for_Hierarchical_Time-series/fulltext/62ac06ed40d84c1401b09d63/PROFHIT-Probabilistic-Robust-Forecasting-for-…
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Reproducible Code
```python
from sktime.param_est.seasonality import SeasonalityACF
from sktime.transformations.series.difference import Differencer
pipeline = Differencer() * SeasonalityACF()
…
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Once the last cache has been implemented we will want to run a series of load generator tests to see how it performs compared to SQL queries that would be used in its absence.
The only setup requir…
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I've been exploring a number of models for a hierarchical time-series and encountered situations where `generate()` returns samples that are not consistent with the variances returned by `forecast()`.…
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**Describe the bug**
When fitting N models one for each forecasting horizon using **make_reduction** with **strategy="direct"** and **pooling="global"**, the dataset that is used to train the model…
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This can be a bug, or may be an expected behaviour as of now. In the latter case, I would want to submit this as a feature request that split by forecast horizon should work per series instead of on t…
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> The idea is to group products and stores into similar product and regions, for which aggregate forecasts are generated and used to determine overall seasonality and trend, which are then spread down…
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**Is your feature request related to a problem? Please describe.**
sktime estimators do not accept [modin](https://github.com/modin-project/modin) objects as input. An example of the error is:
```py…
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### Describe the feature you want to add to this project
sktime project is splitting into 2 parallel projects (see [link](https://github.com/mloning/sktime-deprecation/discussions/1)). With this ch…