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Hi there 👋

🙋‍♀️ This is Westlake Representation Learning Lab, led by Dr. Fajie Yuan.

👩‍💻 We're focusing on two major research directions:

  • AI4Biology.
  • Taditional AI research

🤗 Our lab is now recruiting self-motivated interns / full-time (posdoc/assistant) researchers/ Ph.D. students in machine learning and Life AI. 实验室招聘科研助理,实习生,博士生和博士后,请邮件联系.

西湖大学25年秋季博士招生,有1个名额,欢迎申请和联系

We also have two PhD places for students outside of China for the 2025 season. Deadline in March. Be quick!

🛠️ Tools: AI tools for protein research

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  1. SaProt Public

    Saprot: Protein Language Model with Structural Alphabet (AA+3Di)

    Python 422 41

  2. SaprotHub Public

    Making Protein Modeling Accessible to All Biologists

    Jupyter Notebook 102 11

  3. Denovo-Pinal Public

    Text-guided protein design

    Python 23 4

  4. Evolla Public

    A frontier protein-language generative model designed to decode the molecular language of proteins.

    Python 29 3

  5. ProTrek Public

    ProTrek: Navigating the Protein Universe through Tri-Modal Contrastive Learning

    Python 92 8

  6. MicroLens Public

    A Large Short-video Recommendation Dataset with Raw Text/Audio/Image/Videos (Talk Invited by DeepMind).

    Python 173 13

Repositories

Showing 10 of 21 repositories
  • SaprotHub Public

    Making Protein Modeling Accessible to All Biologists

    Jupyter Notebook 102 MIT 11 2 0 Updated Mar 21, 2025
  • Cryo-IEF Public

    A comprehensive foundation model for cryo-EM image processing

    Python 17 MIT 0 0 0 Updated Mar 20, 2025
  • LeanVAE Public

    LeanVAE: An Ultra-Efficient Reconstruction VAE for Video Diffusion Models

    Python 2 MIT 1 0 0 Updated Mar 20, 2025
  • PixelRec Public

    A Large-scale Multimodal Dataset for recommender System

    Python 135 MIT 8 0 0 Updated Mar 19, 2025
  • SaProt Public

    Saprot: Protein Language Model with Structural Alphabet (AA+3Di)

    Python 422 MIT 41 18 0 Updated Mar 16, 2025
  • ProTrek Public

    ProTrek: Navigating the Protein Universe through Tri-Modal Contrastive Learning

    Python 92 MIT 8 1 0 Updated Mar 14, 2025
  • Evolla Public

    A frontier protein-language generative model designed to decode the molecular language of proteins.

    Python 29 MIT 3 1 0 Updated Mar 7, 2025
  • Denovo-Pinal Public

    Text-guided protein design

    Python 23 4 3 0 Updated Mar 7, 2025
  • .github Public
    0 0 0 0 Updated Mar 2, 2025
  • ESM-Ezy Public
    Python 3 MIT 0 0 0 Updated Feb 5, 2025

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