https://github.com/deepbiolab/plm-zero-to-hero
https://github.com/deepbiolab/plm-zero-to-hero
Last synced: about 1 year ago
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- Host: GitHub
- URL: https://github.com/deepbiolab/plm-zero-to-hero
- Owner: deepbiolab
- Created: 2023-02-11T09:26:14.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2025-05-24T15:02:15.000Z (about 1 year ago)
- Last Synced: 2025-05-24T16:26:43.694Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 4.48 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Protein Language Modeling from Zero to Hero
This repository is a hands-on, step-by-step tutorial series inspired by Andrej Karpathy’s "nn zero to hero" philosophy, tailored for the protein language modeling domain.
## 🚀 What is this project?
This project walks you through building protein language models from scratch — starting from the simplest bigram model, all the way to advanced transformer architectures.
Along the way, you’ll learn how to apply reinforcement learning (RL) techniques to fine-tune these models for protein-specific tasks.
## 📖 Stay Tuned!
This series is under active development.
Follow the repository, and join the journey from zero to hero in protein language modeling!
*Inspired by Andrej Karpathy. Bridging AI and biology, one model at a time.*