v0.7.0

[percevalw]

Description

Complete refacto and many new features in this PR 🎉 , already put to the test internally at APHP

Core features

• new pipeline system whose API is inspired by spaCy
• first-class support for pytorch
• hybrid model inference and training (rules + deep learning)
• moved from pandas DataFrame to dataclasses (attrs) for representing PDF documents
• new configuration system, whose API is inspired by thinc/confection, with support for instantiation of complex deep learning models, off-the-shelf CLI, ...

Functional features

• new extractors: pymupdf and poppler (separate packages for licensing reasons)
• many deep learning layers (box-transformer, 2d attention with relative position information, ...)
• deep learning classifier
• training recipes for deep learning models

Checklist

• [x] If this PR is a bug fix, the bug is documented in the test suite.
• [x] Changes were documented in the changelog (pending section).
• [x] If necessary, changes were made to the documentation.

[codecov-commenter]

Codecov Report

:exclamation: No coverage uploaded for pull request base (main@800b2ef). Click here to learn what that means. Patch has no changes to coverable lines.

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Additional details and impacted files

```diff @@ Coverage Diff @@ ## main #14 +/- ## ======================================= Coverage ? 94.58% ======================================= Files ? 31 Lines ? 1883 Branches ? 0 ======================================= Hits ? 1781 Misses ? 102 Partials ? 0 ```

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