# Utilities

## Special Feature Classes
::: pytorch_tabular.CategoricalEmbeddingTransformer
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::: pytorch_tabular.DeepFeatureExtractor
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## Data Utilities
::: pytorch_tabular.utils.get_balanced_sampler
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::: pytorch_tabular.utils.get_class_weighted_cross_entropy
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::: pytorch_tabular.utils.get_gaussian_centers
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::: pytorch_tabular.utils.load_covertype_dataset
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::: pytorch_tabular.utils.make_mixed_dataset
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::: pytorch_tabular.utils.print_metrics
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## NN Utilities
::: pytorch_tabular.utils._initialize_layers
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::: pytorch_tabular.utils._initialize_kaiming
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::: pytorch_tabular.utils._linear_dropout_bn
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::: pytorch_tabular.utils._make_ix_like
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::: pytorch_tabular.utils.reset_all_weights
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::: pytorch_tabular.utils.to_one_hot
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::: pytorch_tabular.utils.count_parameters
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## Python Utilities
::: pytorch_tabular.utils.getattr_nested
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::: pytorch_tabular.utils.ifnone
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::: pytorch_tabular.utils.check_numpy
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::: pytorch_tabular.utils.pl_load
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::: pytorch_tabular.utils.generate_doc_dataclass
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::: pytorch_tabular.utils.suppress_lightning_logs
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::: pytorch_tabular.utils.enable_lightning_logs
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::: pytorch_tabular.utils.int_to_human_readable
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