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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 173 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 130 11

  3. xpool xpool Public

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

    Python 113 8

  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. ProxyFL ProxyFL Public

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

    Python 66 12

Repositories

Showing 10 of 52 repositories
  • msc-sql Public

    Text-2-SQL

    layer6ai-labs/msc-sql’s past year of commit activity
    4 0 0 0 Updated Nov 5, 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
  • diffusion_memorization Public
    layer6ai-labs/diffusion_memorization’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Oct 30, 2024
  • TabDPT Public

    TabDPT: Scaling Tabular Foundation Models

    layer6ai-labs/TabDPT’s past year of commit activity
    Python 9 0 0 0 Updated Oct 24, 2024
  • 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
    0 0 0 0 Updated Oct 22, 2024
  • conformal-prediction-fairness Public

    Evaluating fairness of conformal prediction with human interaction

    layer6ai-labs/conformal-prediction-fairness’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Oct 8, 2024
  • calo-man Public

    Manifold-aware deep generative models for calorimeter simulation.

    layer6ai-labs/calo-man’s past year of commit activity
    Python 1 0 0 0 Updated Sep 29, 2024
  • dgm_manifold_survey Public
    layer6ai-labs/dgm_manifold_survey’s past year of commit activity
    Python 2 0 0 0 Updated Sep 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

    layer6ai-labs/dgm-eval’s past year of commit activity
    Jupyter Notebook 130 MIT 11 1 0 Updated Sep 13, 2024
  • two_step_zoo Public

    Codebase accompanying the paper "Diagnosing and Fixing Manifold Overfitting in Deep Generative Models"

    layer6ai-labs/two_step_zoo’s past year of commit activity
    Jupyter Notebook 8 Apache-2.0 2 0 0 Updated Aug 26, 2024
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