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v1.0.9: The TabFormer Family Grows

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@jrzaurin jrzaurin released this 07 Sep 10:11
86217bb

Functionalities:

  • Added a new functionality called Tab2Vec that given a trained model and a fitted Tabular Preprocessor it will return an input dataframe transformed into embeddings

TabFormers: Increased the Tabformer (Transformers for Tabular Data) family

  • Added a proper implementation of the FT-Transformer with Linear Attention (as introduced in the Linformer paper)
  • Added a TabFastFormer model, an adaptation of the FastFormer for Tabular Data
  • Added a TabPerceiver model, an adaptation of the Perceiver for Tabular Data

Docs

  • Refined the docs to make them cleared and fix a few typos