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Embeddings

::: pytorch_tabular.models.common.layers.Embedding1dLayer options: heading_level: 3 ::: pytorch_tabular.models.common.layers.Embedding2dLayer options: heading_level: 3 ::: pytorch_tabular.models.common.layers.PreEncoded1dLayer options: heading_level: 3 ::: pytorch_tabular.models.common.layers.SharedEmbeddings options: heading_level: 3

Gated Units

::: pytorch_tabular.models.common.layers.GatedFeatureLearningUnit options: heading_level: 3 ::: pytorch_tabular.models.common.layers.GEGLU options: heading_level: 3 ::: pytorch_tabular.models.common.layers.ReGLU options: heading_level: 3 ::: pytorch_tabular.models.common.layers.SwiGLU options: heading_level: 3 ::: pytorch_tabular.models.common.layers.PositionWiseFeedForward options: heading_level: 3

Soft Trees

::: pytorch_tabular.models.common.layers.NeuralDecisionTree options: heading_level: 3 ::: pytorch_tabular.models.common.layers.ODST options: heading_level: 3

Transformers

::: pytorch_tabular.models.common.layers.AddNorm options: heading_level: 3

::: pytorch_tabular.models.common.layers.AppendCLSToken options: heading_level: 3 ::: pytorch_tabular.models.common.layers.MultiHeadedAttention options: heading_level: 3 ::: pytorch_tabular.models.common.layers.TransformerEncoderBlock options: heading_level: 3

Miscellaneous

::: pytorch_tabular.models.common.layers.Lambda options: heading_level: 3 ::: pytorch_tabular.models.common.layers.ModuleWithInit options: heading_level: 3 ::: pytorch_tabular.models.common.layers.Residual options: heading_level: 3

Activations

::: pytorch_tabular.models.common.activations.Entmoid15 options: heading_level: 3 ::: pytorch_tabular.models.common.activations.entmoid15 options: heading_level: 3 ::: pytorch_tabular.models.common.activations.entmax15 options: heading_level: 3 ::: pytorch_tabular.models.common.activations.sparsemax options: heading_level: 3 ::: pytorch_tabular.models.common.activations.sparsemoid options: heading_level: 3 ::: pytorch_tabular.models.common.activations.t_softmax options: heading_level: 3 ::: pytorch_tabular.models.common.activations.TSoftmax options: heading_level: 3 ::: pytorch_tabular.models.common.activations.RSoftmax options: heading_level: 3