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@cthoyt
cthoyt
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Charles Tapley Hoyt cthoyt

Organizations

@pybel@biocuration@bio2bel@ComPath@gyorilab@pharmacome@pykeen@GuiltyTargets@bel-enrichment@bel-commons@PathwayMerger@neurommsig@labsyspharm@pathwayforte@ratvec@neurommsig-epilepsy@seffnet@hemekg@drugrelink@hybrid-kg@MI2CAST@biopragmatics@cthoyt-teaches-reproducibility@pyobo@CoronaWhy@chemical-roles@y0-causal-inference@mapping-commons@stonkgs

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cthoyt/README.md

I work with biological knowledge graphs, machine learning, and artificial intelligence to identify active molecules and to deconvolute their mechanisms of action.

🧰 My Projects

  • 📮Bioregistry: an integrative registry of biological databases, ontologies, and nomenclatures.
  • 🧬Biological Expression Language (BEL): a domain specific language for representing molecular biology
  • 🌶️PyBEL: the computational ecosystem for compiling, querying, and analyzing knowledge graphs encoded in BEL
  • 📛PyOBO: making ontologies and semantics accessible
  • 🤖PyKEEN: knowledge graph embedding models for humans

⚖️ My Core Scientific Values

  • ♻️ Reproducibility: code is part of the scientific process. It should be documented and re-usable by anyone.
  • 🔓 Openness: science is best when people can build on each others' work. Sharing data, code, and ideas has benefitted everyone, and is also the responsiblity of a scientist to pay forward.
  • 🎯 Thoroughness: quality is dependent on taking great care throughout all steps

📫 My Interblag

Besides my email and blog (on the left), I'm also in the internet in the following places:

PinnedLoading

  1. biopragmatics/bioregistrybiopragmatics/bioregistryPublic

    📮 An integrative registry of biological databases, ontologies, and nomenclatures.

    Python 122 54

  2. pykeen/pykeenpykeen/pykeenPublic

    🤖 A Python library for learning and evaluating knowledge graph embeddings

    Python 1.8k 195

  3. pybel/pybelpybel/pybelPublic

    🌶️ An ecosystem in Python for working with the Biological Expression Language (BEL)

    Python 131 32

  4. biopragmatics/pyobobiopragmatics/pyoboPublic

    📛 A Python package for using ontologies, terminologies, and biomedical nomenclatures

    Python 62 16


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