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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 57 21

  3. chemicalx chemicalx Public

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

    Python 700 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 138 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 5

Repositories

Showing 10 of 65 repositories
  • 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 72 6 1 14 Updated Jun 27, 2024
  • KAZU Public

    Fast, world class biomedical NER

    AstraZeneca/KAZU’s past year of commit activity
    Python 62 Apache-2.0 5 24 2 Updated Jun 25, 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 Jun 18, 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 Jun 18, 2024
  • metabolic_classifier Public
    AstraZeneca/metabolic_classifier’s past year of commit activity
    Jupyter Notebook 0 0 0 3 Updated Jun 18, 2024
  • runnable Public

    Runnable

    AstraZeneca/runnable’s past year of commit activity
    Python 39 Apache-2.0 4 4 3 Updated Jun 12, 2024
  • persist-seq-galaxy-tools-setup Public
    AstraZeneca/persist-seq-galaxy-tools-setup’s past year of commit activity
    Python 0 0 0 0 Updated Jun 6, 2024
  • MVDA_exploration_tools Public

    Multivariate data analysis (MVDA) exploration tool is a Python library utilizing the scikit-learn library for partial least squares (PLS) and principal components analysis (PCA).

    AstraZeneca/MVDA_exploration_tools’s past year of commit activity
    Jupyter Notebook 4 Apache-2.0 1 0 0 Updated Jun 5, 2024
  • peptide-tools Public

    Programs to calculate phys-chem properties of synthetic peptides and proteins: isoelectric point and extinction coefficients.

    AstraZeneca/peptide-tools’s past year of commit activity
    Python 19 Apache-2.0 5 0 0 Updated May 29, 2024
  • mcpl.github.io Public
    AstraZeneca/mcpl.github.io’s past year of commit activity
    HTML 0 0 0 0 Updated May 28, 2024
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