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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 396 99

  3. ULTRA ULTRA Public

    A foundation model for knowledge graph reasoning

    Python 414 54

  4. GearNet GearNet Public

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

    Python 257 28

  5. NBFNet NBFNet Public

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

    Python 195 29

  6. ConfGF ConfGF Public

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

    Python 156 35

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 1,418 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++ 1,202 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 90 MIT 7 0 0 Updated Jun 7, 2024
  • ULTRA Public

    A foundation model for knowledge graph reasoning

    DeepGraphLearning/ULTRA’s past year of commit activity
    Python 414 MIT 54 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 1,226 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 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 257 MIT 28 21 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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