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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 198

  2. GMNN GMNN Public

    Graph Markov Neural Networks

    Python 395 99

  3. ULTRA ULTRA Public

    A foundation model for knowledge graph reasoning

    Python 402 55

  4. GearNet GearNet Public

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

    Python 253 28

  5. NBFNet NBFNet Public

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

    Python 192 29

  6. ConfGF ConfGF Public

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

    Python 154 34

Repositories

Showing 10 of 44 repositories
  • torchdrug Public

    A powerful and flexible machine learning platform for drug discovery

    DeepGraphLearning/torchdrug’s past year of commit activity
    Python 1,412 Apache-2.0 198 106 (1 issue needs help) 11 Updated Jul 1, 2024
  • graphvite Public

    GraphVite: A General and High-performance Graph Embedding System

    DeepGraphLearning/graphvite’s past year of commit activity
    C++ 1,200 Apache-2.0 150 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 84 MIT 5 0 0 Updated Jun 7, 2024
  • ULTRA Public

    A foundation model for knowledge graph reasoning

    DeepGraphLearning/ULTRA’s past year of commit activity
    Python 402 MIT 55 1 0 Updated Apr 24, 2024
  • esm-s Public

    Structure-Informed Protein Language Model

    DeepGraphLearning/esm-s’s past year of commit activity
    Python 25 3 3 0 Updated Feb 15, 2024
  • KnowledgeGraphEmbedding Public
    DeepGraphLearning/KnowledgeGraphEmbedding’s past year of commit activity
    Python 1,221 MIT 263 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 70 MIT 5 5 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 253 MIT 28 19 0 Updated Nov 20, 2023
  • ultra_torchdrug Public

    A TorchDrug version of ULTRA for reproducibility

    DeepGraphLearning/ultra_torchdrug’s past year of commit activity
    Python 4 MIT 2 0 1 Updated Oct 29, 2023
  • project Public

    Website for research projects

    DeepGraphLearning/project’s past year of commit activity
    SCSS 0 1 0 0 Updated Oct 25, 2023
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