LMZimmer / Auto-PyTorch_refactor

Apache License 2.0
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Add support for Sparse data predictions #15

Closed franchuterivera closed 3 years ago

franchuterivera commented 3 years ago

In the preprocessing stages, not all components support sparse data.

Use the dataset_properties to filter those components out from the search space if the data is sparse.

Also update components that can support it accordingly, like today the one hot encoder has sparse set to false.