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  • Artificial Intelligence Research

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Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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nicholaschenai/README.md

Hi there! 👋 I'm Nicholas

🛠️ Tech Stack

Languages & Frameworks

Python JavaScript R MATLAB

LangChain LangGraph Pydantic ChromaDB

PyTorch Hugging Face Pandas scikit-learn NetworkX

FastAPI Docker Grafana

Web Stack

SQL MongoDB Express.js Node.js

CSS React Streamlit Dash Plotly

📚 Knowledge Base

📝 Research Notes

Collection of my research notes, paper summaries, and insights on AI/ML topics.

🎓 Coursework

University assignments, course projects, and educational materials.

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  1. grokking-tickets-lambda grokking-tickets-lambda Public

    Analysis of Grokking Tickets (Minegishi et. al 2023) with developmental interpretability

    HTML 1

  2. coala_coder_demo coala_coder_demo Public

    Attempts at implementing a coding agent in CoALA (Sumers et. al. 2023) with evaluation

    Python 2

  3. cognitive_base cognitive_base Public

    Base primitives for cognitive architectures. Currently supported: CoALA (Sumers et. al. 2023) and Soar (Laird 2012)

    Python 4 1

  4. voyager_coder_experiments voyager_coder_experiments Public

    An analysis of Voyager (Wang et. al. 2023) for coding tasks

    Python

  5. eureka_exploration eureka_exploration Public

    Quick exploration of Eureka (Ma et. al. 2023) with bugfixes, additional documentation, some checkpoints and WSL instructions

    Jupyter Notebook

  6. mech_interp_eureka mech_interp_eureka Public

    Mech interp on Eureka-trained models

    Jupyter Notebook 1