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  1. rtdl rtdl Public

    Research on Tabular Deep Learning: Papers & Packages

    Python 820 95

  2. ddpm-segmentation ddpm-segmentation Public

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

    Python 626 54

  3. tab-ddpm tab-ddpm Public

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

    Python 334 69

  4. navigan navigan Public

    Navigating the GAN Parameter Space for Semantic Image Editing

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  5. rtdl-num-embeddings rtdl-num-embeddings Public

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

    Python 261 31

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

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

    Python 225 24

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  • rtdl-revisiting-models Public

    (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data

    Python 157 Apache-2.0 42 0 1 Updated May 15, 2024
  • Jupyter Notebook 47 Apache-2.0 10 2 1 Updated May 14, 2024
  • adaptive-diffusion Public

    [CVPR2024] Adaptive Teacher-Student Collaboration for Text-Conditional Diffusion Models

    Python 26 Apache-2.0 1 0 0 Updated Apr 3, 2024
  • tabular-dl-tabr Public

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

    Python 225 MIT 24 4 0 Updated Feb 26, 2024
  • dnar Public

    The implementation of "Discrete Neural Algorithmic Reasoning"

    Python 4 Apache-2.0 1 0 0 Updated Feb 20, 2024
  • mind-your-format Public

    Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements

    Jupyter Notebook 4 Apache-2.0 0 0 0 Updated Jan 18, 2024
  • rtdl Public

    Research on Tabular Deep Learning: Papers & Packages

    Python 820 Apache-2.0 95 0 0 Updated Dec 13, 2023
  • swarm Public

    Official code for "SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient"

    Python 111 11 2 0 Updated Dec 11, 2023
  • rtdl-num-embeddings Public

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

    Python 261 MIT 31 1 0 Updated Dec 9, 2023
  • DVAR Public

    Official implementation of "Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics" (NeurIPS 2023)

    Python 33 Apache-2.0 1 0 0 Updated Nov 8, 2023