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Layer 6 Labs

Research repositories from Layer 6 AI.

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  1. 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 203 18

  2. DropoutNet DropoutNet Public

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

    Python 180 45

  3. xpool xpool Public

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

    Python 134 11

  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 86 20

  6. ProxyFL ProxyFL Public

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

    Python 85 15

Repositories

Showing 10 of 69 repositories
  • 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 19 MIT 0 0 0 Updated Mar 23, 2026
  • forest-diffusion-mo Public

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

    layer6ai-labs/forest-diffusion-mo’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Mar 22, 2026
  • llm-in-the-loop-conformal-fairness Public

    We provide an LLM-in-the-loop task evaluator for quantifying the substantive fairness of conformal prediction methods.

    layer6ai-labs/llm-in-the-loop-conformal-fairness’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Feb 21, 2026
  • TabDPT-inference Public

    Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"

    layer6ai-labs/TabDPT-inference’s past year of commit activity
    Python 77 Apache-2.0 18 6 0 Updated Feb 5, 2026
  • agent-lightning-fork Public Forked from microsoft/agent-lightning

    The absolute trainer to light up AI agents.

    layer6ai-labs/agent-lightning-fork’s past year of commit activity
    Python 0 MIT 1,348 0 0 Updated Dec 18, 2025
  • 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 6 MIT 0 2 0 Updated Nov 27, 2025
  • rag-error-classification Public

    Classifying errors in RAG systems to assist iterative model refinement

    layer6ai-labs/rag-error-classification’s past year of commit activity
    Python 4 MIT 0 0 0 Updated Nov 26, 2025
  • BIRD-Interact-fork Public Forked from bird-bench/BIRD-Interact

    [BIRD-INTERACT] Re-imagines Text-to-SQL evaluation via lens of dynamic interactions.

    layer6ai-labs/BIRD-Interact-fork’s past year of commit activity
    Python 0 MIT 15 0 0 Updated Nov 16, 2025
  • LoCalPFN Public

    Retrieval & Fine-Tuning for In-Context Tabular Models (NeurIPS 2024)

    layer6ai-labs/LoCalPFN’s past year of commit activity
    Python 4 2 1 0 Updated Nov 7, 2025
  • ssrl-mi-maximization Public

    Self-Supervised Representation Learning as Mutual Information Maximization

    layer6ai-labs/ssrl-mi-maximization’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Nov 5, 2025

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