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@ai4protein

Venus (启明星)

README.md

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. VenusFactory VenusFactory Public

    🏭 Easy data acquisition, benchmark resources, PLM fine-tuning for bio-researchers. (ACL Demo 2025)

    Python 165 22

  2. ProSST ProSST Public

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

    Python 141 15

  3. VenusREM VenusREM Public

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

    Python 111 12

  4. VenusFSFP VenusFSFP Public

    VenusFSFP: Few-Shot Protein Fitness Prediction

    Python 100 11

  5. ProtSSN ProtSSN Public

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

    Python 78 9

  6. Pro-Prime Pro-Prime Public

    Jupyter Notebook 73 11

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