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@mims-harvard

Machine Learning for Medicine and Science @ Harvard

Pinned

  1. TDC Public

    Therapeutics Data Commons: Artificial Intelligence Foundation for Therapeutic Science

    Jupyter Notebook 773 139

  2. decagon Public

    Graph convolutional neural network for multirelational link prediction

    Jupyter Notebook 405 139

  3. SubGNN Public

    Subgraph Neural Networks (NeurIPS 2020)

    Python 147 31

  4. Tutorials for Machine Learning on Graphs

    Jupyter Notebook 158 47

  5. nimfa Public

    Nimfa: Nonnegative matrix factorization in Python

    Python 498 133

  6. Self-supervised contrastive learning for time series via time-frequency consistency

    Python 175 32

Repositories

  • SHEPHERD Public

    SHEPHERD: Deep learning for diagnosing patients with rare genetic diseases

    HTML 21 MIT 3 1 0 Updated Mar 24, 2023
  • TxGNN Public

    TxGNN: Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design

    Python 6 MIT 2 0 0 Updated Mar 20, 2023
  • GraphXAI Public

    GraphXAI: Resource to support the development and evaluation of GNN explainers

    Python 78 MIT 10 0 0 Updated Mar 18, 2023
  • TDC Public

    Therapeutics Data Commons: Artificial Intelligence Foundation for Therapeutic Science

    Jupyter Notebook 773 MIT 139 24 (5 issues need help) 1 Updated Mar 17, 2023
  • TFC-pretraining Public

    Self-supervised contrastive learning for time series via time-frequency consistency

    Python 175 MIT 32 3 0 Updated Feb 22, 2023
  • GNNDelete Public

    General Strategy for Unlearning in Graph Neural Networks

    Python 5 MIT 0 0 0 Updated Feb 20, 2023
  • Raincoat Public

    Domain Adaptation for Time Series Under Feature and Label Shifts

    Python 5 MIT 0 1 0 Updated Feb 10, 2023
  • PrimeKG Public

    Precision Medicine Knowledge Graph (PrimeKG)

    Jupyter Notebook 128 MIT 29 4 0 Updated Feb 2, 2023
  • nimfa-ipynb Public

    IPython notebooks demonstrating Nimfa's functionality

    6 GPL-2.0 4 0 0 Updated Dec 4, 2022
  • G-Meta Public

    Graph meta learning via local subgraphs (NeurIPS 2020)

    Python 102 28 3 0 Updated Dec 4, 2022