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Research on Tabular Deep Learning: Papers & Packages
Research on Tabular Deep Learning
For paper implementations, see the section "Papers and projects".
rtdl is a PyTorch-based package providing a user-friendly API for the main models and concepts from our papers. See the documentation.
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Papers and projects
| Name | Location | Comment |
|---|---|---|
| Revisiting Pretrarining Objectives for Tabular Deep Learning | link | arXiv 2022 |
| On Embeddings for Numerical Features in Tabular Deep Learning | link | arXiv 2022 |
| Revisiting Deep Learning Models for Tabular Data | link | NeurIPS 2021 |
rtdl |
link | Python package |
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Research on Tabular Deep Learning: Papers & Packages