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Embeddings#213

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Commits on Jan 23, 2025

• adapt embedding layer to new input format of tuple information

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• adapt basemodel encoding function to tuple input

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• batch now returns tuple and *data is passed to forward method

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• first two basemodels adapted to new logic

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• major changes in handling embeddings as array/list inputs in addition to tabular data

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• dataset returns tuple of data (cat, num, emb), label

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• adjust two first basemodel configs to handle projection for embeddings

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• adapt first only regressor and classifier to handle embeddings

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• preprocessor does not preprocess embeddings, but takes them as input to include them in feature information

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• feature dimensions adapted to new output format of get_feature_info

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Commits on Jan 24, 2025

• adapting all basemodels to new dataset __getitem__ method

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• adapt lightning layer and preprocessor to account for no passed embeddings

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Commits on Feb 12, 2025

• restructure configs to create parent config-class

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• fix minor bugs related to imports and dim identification

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• fix bug related to column names in datamodule - turn int to string

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• make box-cox strictly positive

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• include unit tests

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• remove dependence on rotary embeddings

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• include params relöated to [BUG] Missing Configuration Attributes in DefaultMambularConfig #209

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• test new unit test for pr-requests

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