Robert Kübler

Monotone models

41

Hi! Are there plans to implement monotonic regressors, like it is possible for LightGBM, for example? Thank you! Best Robert

[BUG] DecayEstimator should be either a classifier or regressor

6

Hi again! When using the `DecayEstimator` inside the `ZeroInflatedRegressor` an error occurred, because DecayEstimator is neither a regressor nor a classifier. ```python from sklego.meta import DecayEstimator from sklearn.base import is_regressor,...

[FEATURE] Time Series Meta Regressor

6

Heya! How about some meta model for time series? It can consist of two models, such as in the ZeroInflatedRegressor: One model to capture trend (and optionally seasonality) of the...

[SUGGESTION] Drop the column and remainder parameters from RepeatingBasisFunction

4

Hi! Maybe it has historical reasons, but do we need the parameters `column` and `remainder`? Because this can be handled easily and more general using a ColumnTransformer. Best Robert

mmm.plot_posterior_predictive() does not work

5

Hi! I trained a model, and when I execute `mmm.plot_posterior_predictive()`, I get ```python --------------------------------------------------------------------------- RuntimeError Traceback (most recent call last) Cell In[262], line 1 ----> 1 mmm.plot_posterior_predictive() File [~\miniconda3\envs\mmm\Lib\site-packages\pymc_marketing\mmm\base.py:303](http://localhost:8888/lab/tree/Desktop/MMM/~/miniconda3/envs/mmm/Lib/site-packages/pymc_marketing/mmm/base.py#line=302), in...

[BUG] fix: use names keyword instead of name

8

#### Reference Issues/PRs Fixes #8256. #### What does this implement/fix? Explain your changes. Use `names` instead of `name` in `pd.MultiIndex.from_tuples`. #### Does your contribution introduce a new dependency? If yes,...

Hi! I extended `ForecastKnownValues` last time, but I only made it compatible with pandas

[BUG] PytorchForecastingNBeats cannot be used within a TransformedTargetForecaster pipeline

1

**Describe the bug** PytorchForecastingNBeats cannot be used within a TransformedTargetForecaster pipeline since it is not considered a "forecaster", but its first tag is "global_forecaster". **To Reproduce** ```python from sktime.forecasting.pytorchforecasting import...

[MNT] Upgrade to `torch>2.2.2` because of CVE-2024-5480

6

Hi! I cannot install pytorch-forecasting in my organization because of https://www.cvedetails.com/cve/CVE-2024-5480/. Can you upgrade the dependency in the pyproject.tmol to torch>2.2.2, please? Thanks a lot! Best Robert