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AstraZeneca

Data and AI: Unlocking new science insights

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  1. awesome-explainable-graph-reasoning awesome-explainable-graph-reasoning Public

    A collection of research papers and software related to explainability in graph machine learning.

    1.9k 129

  2. kallisto kallisto Public

    Efficiently calculate 3D-features for quantitative structure-activity relationship approaches.

    Python 60 21

  3. chemicalx chemicalx Public

    A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

    Python 705 89

  4. rexmex rexmex Public

    A general purpose recommender metrics library for fair evaluation.

    Python 275 26

  5. SubTab SubTab Public

    The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"

    Python 141 20

  6. onto_merger onto_merger Public

    OntoMerger is an ontology alignment library for deduplicating knowledge graph nodes that represent the same domain.

    HTML 89 6

Repositories

Showing 10 of 66 repositories
  • persist-seq-galaxy-tools-setup Public
    AstraZeneca/persist-seq-galaxy-tools-setup’s past year of commit activity
    Python 0 0 0 0 Updated Aug 17, 2024
  • biomedical-kg-topological-imbalance Public

    Code to accompany the "Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs" (Briefings in Bioinformatics, 2022)

    AstraZeneca/biomedical-kg-topological-imbalance’s past year of commit activity
    Jupyter Notebook 15 Apache-2.0 0 0 0 Updated Aug 16, 2024
  • kgem-in-drug-discovery Public

    Code to accompany the "Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery" manuscript (Artificial Intelligence in the Life Sciences, 2022)

    AstraZeneca/kgem-in-drug-discovery’s past year of commit activity
    Python 29 Apache-2.0 6 0 0 Updated Aug 16, 2024
  • jazzy Public

    Fast calculation of hydrogen-bond strengths and free energy of hydration of small molecules.

    AstraZeneca/jazzy’s past year of commit activity
    Python 74 6 3 9 Updated Aug 12, 2024
  • metabolic_classifier Public
    AstraZeneca/metabolic_classifier’s past year of commit activity
    Jupyter Notebook 0 0 0 3 Updated Jul 30, 2024
  • runnable Public

    Runnable

    AstraZeneca/runnable’s past year of commit activity
    Python 39 Apache-2.0 4 4 3 Updated Jul 18, 2024
  • lung-tumour-mice-mri Public
    AstraZeneca/lung-tumour-mice-mri’s past year of commit activity
    Python 1 Apache-2.0 1 0 0 Updated Jul 18, 2024
  • MCPL Public

    Official implementation for "An image is worth multiple words: discovering object level concepts using multi-concepts prompts learning" [ICML 2024]]

    AstraZeneca/MCPL’s past year of commit activity
    Python 6 Apache-2.0 2 2 0 Updated Jul 16, 2024
  • mcpl.github.io Public
    AstraZeneca/mcpl.github.io’s past year of commit activity
    HTML 0 0 0 0 Updated Jul 16, 2024
  • awesome-drug-discovery-knowledge-graphs Public

    A collection of research papers, datasets and software related to knowledge graphs for drug discovery. Accompanies the paper "A review of biomedical datasets relating to drug discovery: a knowledge graph perspective" (Briefings in Bioinformatics, 2022)

    AstraZeneca/awesome-drug-discovery-knowledge-graphs’s past year of commit activity
    190 Apache-2.0 22 0 0 Updated Jul 14, 2024
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