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@Optimization-AI

Optimization for Machine Learning and AI

OptMAI Lab at Texas A&M University directed by Professor Tianbao Yang

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  1. LibAUC LibAUC Public

    LibAUC: A Deep Learning Library for X-Risk Optimization

    Python 313 40

  2. DisCO DisCO Public

    Discriminative Constrained Optimization for Reinforcing Large Reasoning Models

    Python 46 2

  3. DRRho-CLIP DRRho-CLIP Public

    Model steering for CLIP training

    Python 3 1

  4. DFT DFT Public

    Discriminative Fine-tuning of LLMs without reward models and human preference data

    Python 5 1

  5. FastCLIP FastCLIP Public

    Distributed Optimization Infra for learning CLIP models

    Python 27 1

  6. SogCLR SogCLR Public

    Stochastic Optimization for Global Contrastive Learning without Large Mini-batches

    Python 20 5

Repositories

Showing 10 of 18 repositories
  • DisCO Public

    Discriminative Constrained Optimization for Reinforcing Large Reasoning Models

    Optimization-AI/DisCO’s past year of commit activity
    Python 46 MIT 2 1 0 Updated Nov 6, 2025
  • DRPO Public

    Efficient Reasoning via Decoupled Reward Policy Optimization

    Optimization-AI/DRPO’s past year of commit activity
    Python 6 MIT 0 0 0 Updated Oct 9, 2025
  • LibAUC Public

    LibAUC: A Deep Learning Library for X-Risk Optimization

    Optimization-AI/LibAUC’s past year of commit activity
    Python 313 MIT 40 0 0 Updated Sep 28, 2025
  • verl Public Forked from volcengine/verl

    verl: Volcano Engine Reinforcement Learning for LLMs

    Optimization-AI/verl’s past year of commit activity
    Python 0 Apache-2.0 2,702 0 0 Updated Sep 16, 2025
  • DRRho-CLIP Public

    Model steering for CLIP training

    Optimization-AI/DRRho-CLIP’s past year of commit activity
    Python 3 MIT 1 0 0 Updated Jul 15, 2025
  • DistTempNet Public

    Distributed version of TempNet.

    Optimization-AI/DistTempNet’s past year of commit activity
    Python 1 1 0 0 Updated May 24, 2025
  • DFT Public

    Discriminative Fine-tuning of LLMs without reward models and human preference data

    Optimization-AI/DFT’s past year of commit activity
    Python 5 1 0 0 Updated May 18, 2025
  • maxclip_comp Public

    Website for MaxCLIP Competition

    Optimization-AI/maxclip_comp’s past year of commit activity
    HTML 0 0 0 0 Updated Nov 8, 2024
  • FastCLIP Public

    Distributed Optimization Infra for learning CLIP models

    Optimization-AI/FastCLIP’s past year of commit activity
    Python 27 MIT 1 0 0 Updated Oct 3, 2024
  • TempNet Public Forked from zhqiu/TempNet

    To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO

    Optimization-AI/TempNet’s past year of commit activity
    Python 0 5 0 0 Updated Apr 9, 2024

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