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Optima

Learning and OPTImization for MAchine intelligence (OPTIMA) Group

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We are the Learning and OPTImization for MAchine intelligence group (OPTIMA) Lab from CityU.🙋‍♀️

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  1. LLM4AD LLM4AD Public

    LLM4AD: A Platform for Algorithm Design with Large Language Model

    Python 789 106

  2. LLM4AD_Next LLM4AD_Next Public

    A next-generation automatic algorithm design platform, making automated algorithm design more accessible and easier to use

    Python 591 41

  3. awesome-ai-kernel-engineering awesome-ai-kernel-engineering Public

    10 1

  4. OpenArchEvo OpenArchEvo Public

    Architecture search beyond the search space: an LLM writes architecture programs, population-based evolution decides which survive. Reference code + 171-architecture zoo for native spiking sequence…

    Python 9

  5. neural-spectral-capacity neural-spectral-capacity Public

    Python 6

  6. Evolution_of_Kernels Evolution_of_Kernels Public

    Reference Code Implementation of paper "Evolution of Kernels: Automated RISC-V Kernel Optimization with Large Language Models"

    Python 5 3

Repositories

Showing 9 of 9 repositories
  • OpenArchEvo Public

    Architecture search beyond the search space: an LLM writes architecture programs, population-based evolution decides which survive. Reference code + 171-architecture zoo for native spiking sequence models.

    Optima-CityU/OpenArchEvo's past year of commit activity
    Python 9 Apache-2.0 0 0 0 Updated Oct 10, 2026
  • LLM4AD_Next Public

    A next-generation automatic algorithm design platform, making automated algorithm design more accessible and easier to use

    Optima-CityU/LLM4AD_Next's past year of commit activity
    Python 591 BSD-3-Clause 41 1 2 Updated Oct 9, 2026
  • Optima-CityU/neural-spectral-capacity's past year of commit activity
    Python 6 MIT 0 1 0 Updated Sep 26, 2026
  • LLM4AD Public

    LLM4AD: A Platform for Algorithm Design with Large Language Model

    Optima-CityU/LLM4AD's past year of commit activity
    Python 789 BSD-2-Clause 106 12 12 Updated Jun 30, 2026
  • Kope-Mem Public

    Memory Organization for Kernel Optimization via Evolution

    Optima-CityU/Kope-Mem's past year of commit activity
    Python 0 0 0 0 Updated Apr 29, 2026
  • Optima-CityU/awesome-ai-kernel-engineering's past year of commit activity
    10 1 1 0 Updated Dec 17, 2025
  • Evolution_of_Kernels Public

    Reference Code Implementation of paper "Evolution of Kernels: Automated RISC-V Kernel Optimization with Large Language Models"

    Optima-CityU/Evolution_of_Kernels's past year of commit activity
    Python 5 MIT 3 0 0 Updated Dec 2, 2025
  • .github Public
    Optima-CityU/.github's past year of commit activity
    0 0 0 0 Updated Nov 7, 2024
  • Optima-CityU/MetaHX.github.io's past year of commit activity
    HTML 0 0 0 0 Updated Oct 29, 2020

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