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Roadmap

  • Style extraction
  • spaCy classifier, to use richer text representations
  • Add complete serialisation capabilities, to save a full pipeline to disk. Draw inspiration from spaCy, which took great care to solve these issues: add save and load methods to every pipeline component
  • Add training capabilities with a CLI to automate the annotation/preparation/training loop. Again, draw inspiration from spaCy, and maybe add the notion of a TrainableClassifier...
  • Multiple-column extraction
  • Table detector
  • Integrate third-party OCR module
  • Drop pandas DataFrame in favour of a Cython wrapper around PDF documents?