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Layer6 Labs

Research repositories from Layer 6 AI.

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  1. DropoutNet DropoutNet Public

    Code for the NeurIPS'17 paper "DropoutNet: Addressing Cold Start in Recommender Systems"

    Python 172 43

  2. dgm-eval 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 118 8

  3. xpool xpool Public

    https://layer6ai-labs.github.io/xpool/

    Python 107 9

  4. T-Fixup T-Fixup Public

    Code for the ICML'20 paper "Improving Transformer Optimization Through Better Initialization"

    Python 89 11

  5. RecSys2018 RecSys2018 Public

    1'st Place Approach by Layer6 AI to the 2018 ACM RecSys Challenge

    Java 84 22

  6. GSS GSS Public

    Code for the NeurIPS'19 paper "Guided Similarity Separation for Image Retrieval"

    Python 64 7

Repositories

Showing 10 of 46 repositories
  • layer6ai-labs/dgm_geometry’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Jul 18, 2024
  • dgm_ood_detection Public

    Code for the paper "A Geometric Explanation of the Likelihood OOD Detection Paradox"

    layer6ai-labs/dgm_ood_detection’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Jul 18, 2024
  • ssl-robustness Public

    Codebase for benchmarking robustness of Self-Supervised Learning across diverse downstream tasks

    layer6ai-labs/ssl-robustness’s past year of commit activity
    Python 4 MIT 0 0 0 Updated Jul 18, 2024
  • layer6ai-labs/tpcds-spark’s past year of commit activity
    C 0 MIT 1 0 0 Updated Jul 17, 2024
  • dp-cert Public

    A framework for providing certified robustness guarantees with differentially private models

    layer6ai-labs/dp-cert’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Jul 16, 2024
  • calo-forest Public

    A scalable implementation of diffusion and flow-matching with XGBoost models, applied to calorimeter data.

    layer6ai-labs/calo-forest’s past year of commit activity
    1 MIT 0 0 0 Updated Jul 4, 2024
  • hitl-conformal-prediction Public

    Human in the Loop Conformal Prediction

    layer6ai-labs/hitl-conformal-prediction’s past year of commit activity
    Python 5 MIT 2 0 0 Updated May 12, 2024
  • fusemix Public

    Data-Efficient Multimodal Fusion on a Single GPU

    layer6ai-labs/fusemix’s past year of commit activity
    Python 40 7 0 0 Updated May 7, 2024
  • layer6ai-labs/Tabular-Class-Conditioned-SSL’s past year of commit activity
    Jupyter Notebook 2 1 0 0 Updated Apr 30, 2024
  • tpch-spark Public Forked from ssavvides/tpch-spark

    TPC-H queries in Apache Spark SQL using native DataFrames API

    layer6ai-labs/tpch-spark’s past year of commit activity
    C 0 MIT 83 0 0 Updated Apr 3, 2024

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