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  1. rtdl rtdl Public

    Research on Tabular Deep Learning: Papers & Packages

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  2. ddpm-segmentation ddpm-segmentation Public

    Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)

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  3. tab-ddpm tab-ddpm Public

    [ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"

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  4. rtdl-num-embeddings rtdl-num-embeddings Public

    (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning

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  5. navigan navigan Public

    Navigating the GAN Parameter Space for Semantic Image Editing

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  6. tabular-dl-tabr tabular-dl-tabr Public

    The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"

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  • tabm Public

    (ICLR 2025) TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling

    Python 210 Apache-2.0 15 4 0 Updated Feb 21, 2025
  • btard Public

    Code for the paper "Secure Distributed Training at Scale" (ICML 2022)

    Python 15 Apache-2.0 1 0 0 Updated Feb 4, 2025
  • moshpit-sgd Public

    "Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation

    Jupyter Notebook 29 Apache-2.0 3 1 0 Updated Feb 4, 2025
  • tabgraphs Public

    A benchmark of meaningful graph datasets with tabular node features

    Python 12 MIT 1 0 0 Updated Jan 29, 2025
  • switti Public

    The code and models for the paper: Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis

    Jupyter Notebook 165 13 1 0 Updated Dec 29, 2024
  • rtdl-num-embeddings Public

    (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning

    Python 341 MIT 34 0 0 Updated Dec 7, 2024
  • tabred Public

    TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks

    Python 63 Apache-2.0 2 1 0 Updated Nov 14, 2024
  • rtdl Public

    Research on Tabular Deep Learning: Papers & Packages

    Python 951 Apache-2.0 106 0 0 Updated Nov 13, 2024
  • tabular-dl-tabr Public

    The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"

    Python 285 MIT 30 3 0 Updated Nov 12, 2024
  • rtdl-revisiting-models Public

    (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data

    Python 244 Apache-2.0 49 2 1 Updated Nov 12, 2024