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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24年春季第三轮博士招生，仍有名额，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

Pinned

  1. SaProt SaProt Public

    [ICLR'24 spotlight] Saprot: Protein Language Model with Structural Alphabet

    Python 305 29

  2. IDvs.MoRec IDvs.MoRec Public

    End-to-end Training for Multimodal Recommendation Systems

    Python 120 16

  3. ProTrek ProTrek Public

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

    Python 32 5

  4. NineRec NineRec Public

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

    Python 63 3

  5. SaprotHub SaprotHub Public

    SaprotHub: Making Protein Modeling Accessible to All Biologists

    Jupyter Notebook 47 6

  6. MicroLens MicroLens Public

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

    Python 117 8

Repositories

Showing 10 of 17 repositories
  • SaprotHub Public

    SaprotHub: Making Protein Modeling Accessible to All Biologists

    westlake-repl/SaprotHub’s past year of commit activity
    Jupyter Notebook 47 MIT 6 2 0 Updated Aug 22, 2024
  • SaProt Public

    [ICLR'24 spotlight] Saprot: Protein Language Model with Structural Alphabet

    westlake-repl/SaProt’s past year of commit activity
    Python 305 MIT 29 10 0 Updated Aug 22, 2024
  • IDvs.MoRec Public

    End-to-end Training for Multimodal Recommendation Systems

    westlake-repl/IDvs.MoRec’s past year of commit activity
    Python 120 Apache-2.0 16 6 0 Updated Aug 18, 2024
  • ProTrek Public

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

    westlake-repl/ProTrek’s past year of commit activity
    Python 32 MIT 5 0 0 Updated Aug 15, 2024
  • ESM-Ezy Public
    westlake-repl/ESM-Ezy’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Aug 14, 2024
  • Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review Public

    Paper List of Pre-trained Foundation Recommender Models

    westlake-repl/Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review’s past year of commit activity
    283 23 0 0 Updated Aug 12, 2024
  • PixelRec Public

    A Large-scale Multimodal Dataset for recommender System

    westlake-repl/PixelRec’s past year of commit activity
    Python 88 6 0 0 Updated Aug 9, 2024
  • .github Public
    westlake-repl/.github’s past year of commit activity
    0 0 0 0 Updated Jul 23, 2024
  • ProteinLM-TDG2-Mutation Public

    Protein language models-assisted optimization of a uracil-N-glycosylase variant enables programmable T-to-G and T-to-C base editing

    westlake-repl/ProteinLM-TDG2-Mutation’s past year of commit activity
    Jupyter Notebook 11 MIT 1 0 0 Updated Jun 6, 2024
  • MicroLens Public

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

    westlake-repl/MicroLens’s past year of commit activity
    Python 117 8 0 0 Updated May 31, 2024
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