Cedric Donié

#### Reference Issues/PRs Fixes sktime/sktime#5864 #### What does this implement/fix? Explain your changes. Currently, this leads to a bug when validation data has fewer classes than the training data since...

**Describe the bug** When I input a validation dataset that contains fewer categories than the training dataset, I get the following error. ``` File "src/models/train_model.py", line 162, in train classifier.fit(X,...

Fix example notebooks

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Now the example notebooks can be run with the newest version of sktime-dl without any import errors. Fixes #119. Fixes #123

[BUG] InceptionTime does not support validation data with fewer classes than in the training data

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**Describe the bug** When I input a validation dataset that contains fewer categories than the training dataset, I get the following error. ``` File "src/models/train_model.py", line 162, in train classifier.fit(X,...

[BUG] Make deep classifier's convert_y_to_keras private

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The method `convert_y_to_keras` refits the classifiers' onehot and label encoder based on the input data. It is automatically called during `deep_classifier.fit`. If an unwitting user calls it again with data...

Calculating interaction values and dependence plots did not work, because the constructed DMatrix did not have category enabled, and encoding category values was broken when the categorical value also contained...