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@ucsb @lean-dojo
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Peiyang-Song/README.md
  • 👋 Hi, I’m Peiyang Song, an Honors CS undergrad in College of Creative Studies (CCS), UC Santa Barbara. I am also a SURF fellow in Anima AI + Science Lab at Caltech.
  • 👀 My research interest is in Machine Learning (ML), from its applications in Natural Language Processing (NLP) and Computer Vision (CV), to its foundations in Systems and Programming Languages (PL).
  • 🌱 My recent research is mainly in two directions: 1) neuro-symbolic reasoning and AI4Math combining Large Language Models (LLMs) with Interactive Theorem Provers (ITPs); 2) energy-efficient machine learning with temporal logic and other novel designs.
  • 📫 I'm always open to collaborations. Please feel free to email me at p_song@ucsb.edu.

Pinned

  1. lean-dojo/LeanCopilot lean-dojo/LeanCopilot Public

    LLMs as Copilots for Theorem Proving in Lean

    C++ 810 71

  2. lean-dojo/LeanDojo lean-dojo/LeanDojo Public

    Tool for data extraction and interacting with Lean programmatically.

    Python 453 66

  3. zhaoyu-li/DL4TP zhaoyu-li/DL4TP Public

    A Survey on Deep Learning for Theorem Proving

    59 3

  4. lean-dojo/LeanDojoWebsite lean-dojo/LeanDojoWebsite Public

    Code for LeanDojo's website

    JavaScript 7 1