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kgem-in-drug-discovery

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therapeutics/kgem-in-drug-discovery

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

Machine-generated from the listed sources and not yet reviewed by a human.

kgem-in-drug-discovery project image
GitHub preview card for AstraZeneca/kgem-in-drug-discovery. Served by its origin, not stored here, and not covered by this registry’s licence.
record
Category
Therapeutics
Subcategory
unknown
License
Apache-2.0(osi)
Status
maintained
Maturity
deployed
Organization
AstraZeneca
Country
unknown
Homepage
doi.org/10.1016/j.ailsci.2022.100036
Repository
github.com/AstraZeneca/kgem-in-drug-discovery
Documentation
unknown
Tags
drug-discovery · drug-discovery-knowledge-graph · knowledge-graph · knowledge-graph-embedding-models · knowledge-graph-embeddings · target-prediction
Regulatory
unknown
built by · 2

Top contributors by commit count, from the project’s public repository. Avatars are served by their origin, not stored here. To be removed from this list, open an issue.

similar by tags

Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.

  • biomedical-kg-topological-imbalancedrug-discovery · drug-discovery-knowledge-graph · knowledge-graph · target-prediction

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

  • LigTMapdrug-discovery · target-prediction

    LigTMap currently supports prediction for 17 protein target classes that include 6000+ protein targets.

  • PIDGINv2target-prediction

    PIDGIN Version 2: Prediction IncluDinG INactivity: Version 2 (LEGACY VERSION)

  • PIDGINv3target-prediction

    Protein target prediction using random forests and reliability-density neighbourhood analysis

  • PIDGINv4target-prediction

    PIDGINv4

  • biomedgpsdrug-discovery · knowledge-graph

    A knowledge graph system with graph neural network for drug repurposing and disease mechanism.

sources
  1. api.github.com/repos/AstraZeneca/kgem-in-drug-discovery
    retrieved 2026-08-05 · via github-api

    Machine-imported from GitHub search. Last push 2026-01-08, 34 stars, license reported as Apache-2.0. Category and schematic were assigned by keyword heuristics and are unreviewed.

Not yet verified by a human. Correct this record →

machine-readable

/v1/entries/31.json→ .entries["kgem-in-drug-discovery"]

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