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Version 1.4.0

  • Chat feature for MWE.
  • Improve chat UI.
  • MWE and text analysis improvements.

Version 1.3.0

  • Chat feature for text analysis.

Version 1.2.0

  • Support for all Penn POS tags
  • Bar plots for POS tags (in addition to wordclouds)
  • Remove deprecated fasttext model.

Version 1.1.2

  • Automatic check and download of NLTK missing resources.
  • Rm CI step for downloading NLTK resources.
  • Facilitate configuration of plots for Text & Label Analysis plots, by creating new and more clear arguments.

Version 1.1.1

  • Fix minor bugs in bias analysis.
  • Improve fonts and minor details in bias analysis plots.

Version 1.1.0

  • Add bias detection and analysis feature (based on sentiment analysis)
  • Include 3 bias categories: race, religion, and gender.
  • Include an initial set of key terms for each bias category.
  • Add function to visualize bias analysis in a plot.
  • Add function to visualize bias analysis in a tables.

Version 1.0.0

  • Complete refactoring and upgrading of the MWE module.
  • Support for extracting variable length MWEs given a custom user syntactic patterns of POS tags.
  • Predefined patterns for extracting Light Verb Constructions (LVCs), 2-3 word Noun Compounds, 2-3 Adjective Noun Compounds, and 2-3 Verb Noun Compounds, and Verb Particle Constructions (VPCs).
  • Refactoring of the Association Measure module.
  • Move DataFrame reader to a separate preprocessing module so that it can support all modules easier.
  • Add support for extracting ngrams for MWE and also ngram analysis.

Version 0.4.2

  • Better encapsulation.
  • Overall improvement and fix of several inconsistencies in docstring.
  • Allow quite a few plot configurations via kwargs.
  • Rm old code from the demo notebook.
  • Change cover.
  • Optimize figure creation.

Version 0.4.1

  • Update precommit hooks mypy and black versions

Version 0.4.0

  • Support for extracting variable length MWE given a user pattern of POS tags.

Version 0.3.7

  • Change newline encoding.
  • To support multiline in GitHub release body.

Version 0.3.6

  • Test description.
  • Test description2.
  • Test description3.
  • Test description4.

Version 0.3.5

  • Test description.
  • Test description2.

Version 0.3.4

  • Update awk sed parser to correctly read release body.

Version 0.3.3

  • Fix missing multiline description in GitHub release using printf.

Version 0.3.2

  • Fix missing multiline description in GitHub release.

Version 0.3.1

  • Add action for CD.
  • Publish to PyPi and GitHub Releases on bump version.
  • Improve the CD workflow to ensure checks are passed and the merge is successful.
  • Check for release notes, otherwise do not publish.

Version 0.2.4

  • Improve MWE functionalities.
  • Fix fasttext issues.
  • Remove support for Python 11 (for now).

Version 0.2.3

  • Make POS wordclouds configurable.
  • Remove pos wordclouds and distplots as fields, and allow access to them via function call, for an improved data encapsulation.

Version 0.2.2

  • Upgrade wordcloud version to latest to avoid build failure.

Version 0.2.1

  • Upgrade pandas and scikit-learn versions

Version 0.2.0

  • Major refactoring with a semi-stable features (see below) and their documentations.
  • Exploratory Data Analysis.
  • Doc level Label Analysis.
  • Clustering.
  • Preprocessing functions.
  • Partial MWEs.
  • Tets.

Version 0.1.0

  • Initial release with major Exploratory Data Analysis, MWEs, and Preprocessing features.
  • Initial documentations.