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deepbiolab/README.md

Hello! I'm Tim Lin 👋

Welcome to my page!

I'm an AI Researcher, currently living in Shanghai🏙. I have a strong passion for interdisciplinary of AI and Biology, particularly in:

Interests:

  • AI: Neural Networks, Generative Models, Reinforcement Learning, Bayesian Optimization
  • Bio: Bioprocess Modeling, Antibody Sequence Discovery

Languages and Tools:

Top Langs

Contact me:

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  1. drl drl Public

    Implementation of deep reinforcement learning

    Jupyter Notebook

  2. oas-gpt oas-gpt Public

    Create a Large Antibody Language Model from Scratch with Pytorch

    Jupyter Notebook 1

  3. drl-trading drl-trading Public

    Research on Deep Reinforcement Learning (DRL) for stock trading

    Jupyter Notebook 1

  4. neural-bio neural-bio Public

    A hybrid modeling framework combining neural networks with physics-based constraints for bioreactor process optimization and control.

    Python

  5. ilya30u30-paper-research ilya30u30-paper-research Public

    Inspired by Ilya Sutskever’s 2020 reading list to John Carmack, this repo reproduces and explores key AI papers, known as the "ilya30u30." Dive into detailed notes, code, and insights to deepen you…

    HTML 4

  6. reinforce-bio reinforce-bio Public

    Research on leveraging reinforcement learning to optimize bioprocess parameters and improve efficiency in biological systems.

    Jupyter Notebook