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    • TabDPT

      Public
      TabDPT: Scaling Tabular Foundation Models
      Python
      41412Updated Nov 21, 2024Nov 21, 2024
    • Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples
      Python
      0300Updated Nov 15, 2024Nov 15, 2024
    • msc-sql

      Public
      Text-2-SQL
      0600Updated Nov 11, 2024Nov 11, 2024
    • A scalable implementation of diffusion and flow-matching with XGBoost models, applied to calorimeter data.
      Python
      MIT License
      01700Updated Nov 3, 2024Nov 3, 2024
    • Jupyter Notebook
      0100Updated Oct 30, 2024Oct 30, 2024
    • Evaluating fairness of conformal prediction with human interaction
      Python
      MIT License
      1200Updated Oct 8, 2024Oct 8, 2024
    • calo-man

      Public
      Manifold-aware deep generative models for calorimeter simulation.
      Python
      0100Updated Sep 29, 2024Sep 29, 2024
    • Python
      0300Updated Sep 24, 2024Sep 24, 2024
    • dgm-eval

      Public
      Codebase for evaluation of deep generative models as presented in Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models
      Jupyter Notebook
      MIT License
      1214710Updated Sep 13, 2024Sep 13, 2024
    • Codebase accompanying the paper "Diagnosing and Fixing Manifold Overfitting in Deep Generative Models"
      Jupyter Notebook
      Apache License 2.0
      2900Updated Aug 26, 2024Aug 26, 2024
    • Jupyter Notebook
      MIT License
      3900Updated Aug 23, 2024Aug 23, 2024
    • Code for the paper "A Geometric Explanation of the Likelihood OOD Detection Paradox"
      Jupyter Notebook
      MIT License
      0300Updated Jul 18, 2024Jul 18, 2024
    • Codebase for benchmarking robustness of Self-Supervised Learning across diverse downstream tasks
      Python
      MIT License
      0500Updated Jul 18, 2024Jul 18, 2024
    • C
      MIT License
      1000Updated Jul 17, 2024Jul 17, 2024
    • dp-cert

      Public
      A framework for providing certified robustness guarantees with differentially private models
      Jupyter Notebook
      MIT License
      1100Updated Jul 16, 2024Jul 16, 2024
    • Human in the Loop Conformal Prediction
      Python
      MIT License
      2600Updated May 12, 2024May 12, 2024
    • fusemix

      Public
      Data-Efficient Multimodal Fusion on a Single GPU
      Python
      74820Updated May 7, 2024May 7, 2024
    • Jupyter Notebook
      2400Updated Apr 30, 2024Apr 30, 2024
    • TPC-H queries in Apache Spark SQL using native DataFrames API
      C
      MIT License
      81000Updated Apr 3, 2024Apr 3, 2024
    • Python
      5000Updated Apr 3, 2024Apr 3, 2024
    • lfr

      Public
      Code for the ICLR'24 paper "Self-supervised Representation Learning From Random Data Projectors
      Python
      01210Updated Mar 16, 2024Mar 16, 2024
    • HiBench

      Public
      HiBench is a big data benchmark suite.
      Java
      Other
      768000Updated Mar 8, 2024Mar 8, 2024
    • Jupyter Notebook
      0400Updated Feb 21, 2024Feb 21, 2024
    • Code for the NeurIPS'17 paper "DropoutNet: Addressing Cold Start in Recommender Systems"
      Python
      Other
      4417400Updated Jan 11, 2024Jan 11, 2024
    • data for DropoutNet
      0100Updated Jan 11, 2024Jan 11, 2024
    • 1'st Place Approach by Layer6 AI to the 2018 ACM RecSys Challenge
      Java
      Apache License 2.0
      228314Updated Jan 8, 2024Jan 8, 2024
    • DuETT

      Public
      Code for "DuETT: Dual Event Time Transformer for Electronic Health Records"
      Python
      52200Updated Aug 31, 2023Aug 31, 2023
    • UoMH

      Public
      Python
      1800Updated Aug 7, 2023Aug 7, 2023
    • xpool

      Public
      Python
      911690Updated Jul 1, 2023Jul 1, 2023
    • DiMS

      Public
      Code for the ACL'23 paper "DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation"
      Python
      MIT License
      0000Updated Jun 7, 2023Jun 7, 2023