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@westlake-repl

westlake-repl

README.md

Hi there 👋

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

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

  • AI+Life Science.
  • Deep learning for Searching and Recommendation

🤗 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，有名额，欢迎申请和联系

🗃️ Resources: Five Large-scale datasets for evaluating foundation / transferable / multi-modal / LLM recommendaiton models.

🛠️ Tools: AI tools for protein research

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  1. SaProt SaProt Public

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

    Python 347 33

  2. IDvs.MoRec IDvs.MoRec Public

    End-to-end Training for Multimodal Recommendation Systems

    Python 125 17

  3. ProTrek ProTrek Public

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

    Python 52 8

  4. NineRec NineRec Public

    Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System

    Python 69 4

  5. SaprotHub SaprotHub Public

    SaprotHub: Making Protein Modeling Accessible to All Biologists

    Jupyter Notebook 66 7

  6. MicroLens MicroLens Public

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

    Python 135 8

Repositories

Showing 10 of 18 repositories
  • SaprotHub Public

    SaprotHub: Making Protein Modeling Accessible to All Biologists

    westlake-repl/SaprotHub’s past year of commit activity
    Jupyter Notebook 66 MIT 7 2 0 Updated Nov 10, 2024
  • ProTrek Public

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

    westlake-repl/ProTrek’s past year of commit activity
    Python 52 MIT 8 1 0 Updated Nov 8, 2024
  • SaProt Public

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

    westlake-repl/SaProt’s past year of commit activity
    Python 347 MIT 33 15 0 Updated Nov 7, 2024
  • Cryo-IEF Public

    A comprehensive foundation model for cryo-EM image processing

    westlake-repl/Cryo-IEF’s past year of commit activity
    Python 5 MIT 0 0 0 Updated Nov 7, 2024
  • NineRec Public

    Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System

    westlake-repl/NineRec’s past year of commit activity
    Python 69 4 3 0 Updated Oct 6, 2024
  • MMseqsTemplate Public

    Template for mmseqs search and cluster. Reduce identity between protein sequences.

    westlake-repl/MMseqsTemplate’s past year of commit activity
    Shell 4 MIT 0 0 0 Updated Sep 24, 2024
  • PixelRec Public

    A Large-scale Multimodal Dataset for recommender System

    westlake-repl/PixelRec’s past year of commit activity
    Python 104 MIT 7 0 0 Updated Sep 21, 2024
  • .github Public
    westlake-repl/.github’s past year of commit activity
    0 0 0 0 Updated Aug 26, 2024
  • IDvs.MoRec Public

    End-to-end Training for Multimodal Recommendation Systems

    westlake-repl/IDvs.MoRec’s past year of commit activity
    Python 125 Apache-2.0 17 6 0 Updated Aug 18, 2024
  • ESM-Ezy Public
    westlake-repl/ESM-Ezy’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Aug 14, 2024
View all repositories

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