Wayward v0.3.2

Added

• Package documentation:
  • Transclude basic instructions from README.
  • Generate API documentation.
  • Configuration for Read the Docs.
  • Incorporate changelog via symlink.
  • Add a Dickens example page.
• Docs build status and PyPI version badges in README.

Wayward v0.3.1

Added

• This changelog.

Changed

• Explicitly specified the readme in pyproject.toml.
• Updated install instructions for Poetry.

Wayward v0.3.0 : SWLM

Added

• Significant Words Language Model.
• Pluggable specific terms estimator.
• Tests for PLM document model.
• Tests for SWLM model fit.
• Tests for model (non-)equivalence between PLM and SWLM.
• SWLM example in exmaple/dickens.py.
• Usage examples in README.
• Type hints in function annotations.

Changed

• Renamed package to Wayward.
• Replaced setup.py with pyproject.toml.
• ParsimoniousLM.top() now returns linear probabilities instead of log-probabilities.

Removed

• Dropped python 2.7 compatibility in favor of ^3.7.

Fixed

• KeyError when out-of-vocabulary terms occurred in a document.