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@DeepGraphLearning

MilaGraph

Research group led by Prof. Jian Tang at Mila-Quebec AI Institute (https://mila.quebec/) focusing on graph representation learning and graph neural networks.

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  1. torchdrug torchdrug Public

    A powerful and flexible machine learning platform for drug discovery

    Python 1.4k 199

  2. ULTRA ULTRA Public

    A foundation model for knowledge graph reasoning

    Python 442 59

  3. GMNN GMNN Public

    Graph Markov Neural Networks

    Python 399 99

  4. GearNet GearNet Public

    GearNet and Geometric Pretraining Methods for Protein Structure Representation Learning, ICLR'2023 (https://arxiv.org/abs/2203.06125)

    Python 262 28

  5. NBFNet NBFNet Public

    Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

    Python 197 29

  6. ConfGF ConfGF Public

    Implementation of Learning Gradient Fields for Molecular Conformation Generation (ICML 2021).

    Python 159 35

Repositories

Showing 10 of 46 repositories
  • MATH60630A_2024A Public
    DeepGraphLearning/MATH60630A_2024A’s past year of commit activity
    SCSS 0 0 0 0 Updated Sep 20, 2024
  • GearBind Public

    Pretrainable geometric graph neural network for antibody affinity maturation

    DeepGraphLearning/GearBind’s past year of commit activity
    Python 21 Apache-2.0 2 2 0 Updated Aug 21, 2024
  • torchdrug Public

    A powerful and flexible machine learning platform for drug discovery

    DeepGraphLearning/torchdrug’s past year of commit activity
    Python 1,426 Apache-2.0 199 107 (1 issue needs help) 12 Updated Aug 12, 2024
  • ULTRA Public

    A foundation model for knowledge graph reasoning

    DeepGraphLearning/ULTRA’s past year of commit activity
    Python 442 MIT 59 3 0 Updated Aug 4, 2024
  • graphvite Public

    GraphVite: A General and High-performance Graph Embedding System

    DeepGraphLearning/graphvite’s past year of commit activity
    C++ 1,217 Apache-2.0 151 53 0 Updated Jun 14, 2024
  • GraphAny Public

    GraphAny: A foundation model for node classification on any graph.

    DeepGraphLearning/GraphAny’s past year of commit activity
    Python 106 MIT 7 0 0 Updated Jun 7, 2024
  • esm-s Public

    Structure-Informed Protein Language Model

    DeepGraphLearning/esm-s’s past year of commit activity
    Python 26 3 3 0 Updated Feb 15, 2024
  • KnowledgeGraphEmbedding Public
    DeepGraphLearning/KnowledgeGraphEmbedding’s past year of commit activity
    Python 1,249 MIT 264 6 2 Updated Dec 15, 2023
  • DiffPack Public

    Implementation of DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing

    DeepGraphLearning/DiffPack’s past year of commit activity
    Python 71 MIT 5 7 0 Updated Dec 4, 2023
  • GearNet Public

    GearNet and Geometric Pretraining Methods for Protein Structure Representation Learning, ICLR'2023 (https://arxiv.org/abs/2203.06125)

    DeepGraphLearning/GearNet’s past year of commit activity
    Python 262 MIT 28 23 0 Updated Nov 20, 2023
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