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  1. rtdl rtdl Public

    Research on Tabular Deep Learning: Papers & Packages

    Python 950 105

  2. ddpm-segmentation ddpm-segmentation Public

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

    Python 682 61

  3. tab-ddpm tab-ddpm Public

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

    Python 421 94

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

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

    Python 338 34

  5. navigan navigan Public

    Navigating the GAN Parameter Space for Semantic Image Editing

    Jupyter Notebook 298 33

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

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

    Python 284 28

Repositories

Showing 10 of 39 repositories
  • tabm Public

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

    yandex-research/tabm’s past year of commit activity
    Python 199 Apache-2.0 13 4 0 Updated Feb 21, 2025
  • btard Public

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

    yandex-research/btard’s past year of commit activity
    Python 14 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

    yandex-research/moshpit-sgd’s past year of commit activity
    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

    yandex-research/tabgraphs’s past year of commit activity
    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

    yandex-research/switti’s past year of commit activity
    Jupyter Notebook 163 14 1 0 Updated Dec 29, 2024
  • rtdl-num-embeddings Public

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

    yandex-research/rtdl-num-embeddings’s past year of commit activity
    Python 338 MIT 34 0 0 Updated Dec 7, 2024
  • tabred Public

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

    yandex-research/tabred’s past year of commit activity
    Python 62 Apache-2.0 2 1 0 Updated Nov 14, 2024
  • rtdl Public

    Research on Tabular Deep Learning: Papers & Packages

    yandex-research/rtdl’s past year of commit activity
    Python 950 Apache-2.0 105 0 0 Updated Nov 13, 2024
  • tabular-dl-tabr Public

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

    yandex-research/tabular-dl-tabr’s past year of commit activity
    Python 284 MIT 28 3 0 Updated Nov 12, 2024
  • rtdl-revisiting-models Public

    (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data

    yandex-research/rtdl-revisiting-models’s past year of commit activity
    Python 240 Apache-2.0 49 2 1 Updated Nov 12, 2024
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