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URL: https://github.com/ai4protein

⇱ Venus (启明星) · GitHub

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Hi, there is Liang's Lab 👋

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Research on protein-directed modification and redesign based on artificial intelligence technology.
The research content includes but is not limited to protein structure prediction and optimization, protein-directed modification, and design.

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  1. 🏭 AI agent platform with skills for protein engineering, the noob-friendly AI tutorial tool for life science professionals.

    Python 211 29

  2. ProSST Public

    🧬 Advanced hybrid language model for directed protein evolution. (NeurIPS 2024)

    Python 149 17

  3. VenusREM Public

    🧬 Augmenting zero-shot mutant prediction by retrieval-based logits fusion. (ISMB/ECCB 2025)

    Python 125 14

  4. VenusFSFP: Few-Shot Protein Fitness Prediction

    Python 111 11

  5. ProtSSN Public

    🧬 Fusion of protein sequence and structural information, using denoising pre-training network for zero-shot protein engineering (eLife 2025).

    Python 87 9

  6. Jupyter Notebook 78 12

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