Interpret Text Versions Save

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

v0.1.3

2 years ago
  • update dependencies in interpret-text
  • fix pickle of classical text explainer
  • new release pipeline to release package to pypi
  • several unit tests and notebook updates since last release
  • also fixes a build failure due tensorflow-estimators dependency being incompatible with tensorflow for generated environment (it needs to be less than 2.0 version)

v0.1.2

3 years ago
  • explain_local to use predicted_label to create localexplanation
  • fix path at installation and enable widgets for dashboarding
  • update dashboard dependencies

v0.1.1

4 years ago

Initial Release of Intepret-Text repository. Includes:

  • Classical Text Explainer - (Default: Bag-of-words with Logistic Regression)
  • Unified Information Explainer
  • Introspective Rationale Explainer
  • Dashboard for visualization