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William Mattingly, PhD's Virtual Bookshelf


๐Ÿ“• Introduction

  • Position: Postdoctoral Fellow, Smithsonian Data Science Lab
  • Specialization: History, AI, and NLP with a focus on archival documents.
  • Connect: LinkedIn | Twitter

๐Ÿ“™ Open Source Packages

Name Description GitHub Stars PyPi
๐Ÿ Python Tutorials for DH Python coding for humanists. Stars
๐Ÿงฌ DNA spaCy Processing DNA inside of spaCy. Stars PyPi
๐Ÿ“– Vulgata spaCy Identifying Biblical quotes in Latin texts. Stars PyPi
๐Ÿผ Streamlit Pandas Pandas DataFrame query applications. Stars PyPi
๐Ÿ“Š LeetTopic Transformer-based topic modeling. Stars PyPi
โš–๏ธ Gender spaCy A pipeline for identifying gender of PERSON entities. Stars PyPi
๐Ÿงฌ BioSpaCy Processing biology texts for taxonomic data. Stars PyPi
๐ŸŒ WW2 spaCy Identify entities specific to WW2. Stars PyPi
๐Ÿ’ฝ Weaviate Filter A library for generating nested GraphQL filters for Weaviate. Stars PyPi

๐Ÿ“— Publications


๐Ÿ“˜ Research Interests

  • Ethical application of AI on archival documents
  • Holocaust and Human Rights documents
  • NLP for ancient and medieval languages
  • Digital Humanities
  • Data Science and History

๐Ÿ“’ Contact Me


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William Mattingly's Projects

bagpipes-spacy icon bagpipes-spacy

Bagpipes spaCy is a collection of custom spaCy pipeline components designed to enhance text processing capabilities.

florida icon florida

simple tools to make my life easier

gliner icon gliner

Generalist model for NER (Extract any entity types from texts)

gliner-finetune icon gliner-finetune

A package for generating synthetic data and fine-tuning a gliner model.

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