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Layer 6 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 177 44

  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 166 14

  3. xpool xpool Public

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

    Python 119 10

  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 83 21

  6. ProxyFL ProxyFL Public

    Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"

    Python 70 12

Repositories

Showing 10 of 55 repositories
  • DRESS Public

    The code base for the research project exploring disentangled representation-based self-supervised meta-learning.

    layer6ai-labs/DRESS’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Mar 11, 2025
  • TabDPT Public

    TabDPT: Scaling Tabular Foundation Models

    layer6ai-labs/TabDPT’s past year of commit activity
    Python 26 5 2 2 Updated Mar 11, 2025
  • layer6ai-labs/last_layer_empirical_bayes’s past year of commit activity
    0 0 0 0 Updated Mar 5, 2025
  • 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

    layer6ai-labs/dgm-eval’s past year of commit activity
    Jupyter Notebook 166 MIT 14 1 0 Updated Mar 3, 2025
  • layer6ai-labs/spark-retrieval-tuning’s past year of commit activity
    C 2 MIT 0 0 0 Updated Feb 28, 2025
  • msc-sql Public

    Text-2-SQL

    layer6ai-labs/msc-sql’s past year of commit activity
    Python 10 MIT 0 1 0 Updated Feb 21, 2025
  • conformal-prediction-fairness Public

    Evaluating fairness of conformal prediction with human interaction

    layer6ai-labs/conformal-prediction-fairness’s past year of commit activity
    Python 3 MIT 1 0 0 Updated Feb 13, 2025
  • dgm_geometry Public
    layer6ai-labs/dgm_geometry’s past year of commit activity
    Jupyter Notebook 12 MIT 3 0 0 Updated Jan 20, 2025
  • direct-cms Public

    Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples

    layer6ai-labs/direct-cms’s past year of commit activity
    Python 3 0 0 0 Updated Nov 15, 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
    Python 17 MIT 0 0 0 Updated Nov 3, 2024

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