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For distribution estimation, an important distribution type is the histogram distribution.
This will be parameterized by bins and bin densities.
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@felixwick, @setoguchi-naoki, @Ram0nB I think we should consolidate the three curent quantile parameterized distribution (QPD) classes into a single one, and move the distribution logic in the quantil…
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**Describe the bug**
In the documentation, it says
> if n_features=1, BaggingClassifier turns a univariate classifier into a multivariate classifier, because slices seen by estimator are all uni…
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It seems that `keras` and `transformers` have some incompatibiliy and fail with installation on 3.11 CI and lower.
Example: https://github.com/sktime/sktime/actions/runs/9134142708/job/25119213085?…
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### Current Behaviour
Hi my code is pretty simple, i read 2 parquet file, created 2 reports for each pandas dataframes and used the compare method to generate a compare method. I tried to use the 'to…
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## Reproducible Code
```python
from sktime.datasets import load_longley
y, X = load_longley()
cols_to_forecast = ["GNPDEFL", "GNP"]
fh = [1, 2, 3, 4]
from sktime.split import temporal_tr…
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The following classifiers fail on a scenario with three classes, see https://github.com/sktime/sktime/pull/6374 for the scenario:
* `Arsenal`
* `BOSSEnsemble`
* `ContractableBOSS`
* `DrCIF`
* `…
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Hey all, getting an error when fitting forecaster autoreg. Currently enrolled in timeseries forecasting course and when i download their notebook it works perfectly. Super stumped on this one...
[ml…
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We have started to interface `pyts` at `sktime` due to popular demand.
When running the test framework, we've detected inconsistencies in the fitted parameters of `ShapeletTransform`, namely `shape…
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### pycaret version checks
- [X] I have checked that this issue has not already been reported [here](https://github.com/pycaret/pycaret/issues).
- [X] I have confirmed this bug exists on the [latest…