Todd Gleason

problems with Temporal Classification example

3

### What happened + What you expected to happen I ran into trouble attempting to use temporal classification. The example at https://nixtla.github.io/neuralforecast/examples/temporal_classifiers.html struck me as odd, in a few regards:...

Intermittent data shortens predict_insample() date range

3

### What happened + What you expected to happen It seems that intermittent data causes issues with `predict_insample()`. If any intervals are missing all data, then the problem becomes clear:...

Multilabel Classification FutureWarning with KNeighborsClassifier.predict()

7

In the Multilabel Classification section, the following code generates a warning: ```python knn_clf.predict([some_digit]) ``` The warning is: ``` [c:\tools\Anaconda3\lib\site-packages\sklearn\neighbors\_classification.py:228](file:///C:/tools/Anaconda3/lib/site-packages/sklearn/neighbors/_classification.py:228): FutureWarning: Unlike other reduction functions (e.g. `skew`, `kurtosis`), the default behavior...

Incompatible with xunit.assemblyfixture

4

If I add this to a project already using [xunit.assemblyfixture](https://github.com/devlooped/xunit.assemblyfixture), there's a conflict due to duplicate Xunit.TestFramework attributes generated. Is there any way to get the benefits of both packages?