v1.0.0

First full release of the Explabox. Install via pip3 install explabox==1.0.0

Changelog

All notable changes to explabox will be documented in this file.

The format is based on Keep a Changelog,
and this project adheres to Semantic Versioning.

1.0.0

Added

• Example usage in Google Colab (requires genbase>=0.2.17)
• explabox.explore.instances to summarize instances in a split
• Selecting, sampling and filtering of digestibles.Dataset
• Support for Python 3.12

Fixed

• Support for new pandas versions
• Bugfix where tokens are not properly filtered in TokenFrequency (requires text-explainability>=0.6.6)

0.9b7

Added

• Makefile for Windows (make.bat)
• License to each file
• Coverage testing on codecov.io
• Hosting documentation on readthedocs.io
• Dependencies for explabox[dev], explabox[docs] and explabox[all]
• Contribution guide
• Software testing on Python 3.8, 3.9 and 3.10; for windows, ubuntu and macos
• Issue templates
• Pull request template
• Example usage with explabox-demo-drugreview
• Finished all docstrings
• Return html and raw_html from MultipleReturn
• Probability scores to feature contributions

Changed

• Ported repository to GitHub
• CI/CD pipeline for GitHub actions

Fixed

• Ensured stable dependency versions of instancelib and text_explainability
• numpy.str deprecation warning

Removed

• Components from Gitlab repository

0.9b6

Added

• README.md
• Sphinx documentation
• Makefile
• License
• Requirements
• Dataset descriptives
• Installation guide
• Text sensitivity tests (text_sensitivity)
• Text explainability (text_explainability)
• Model importing (genbase)
• Dataset handling (genbase)
• Basic UI (genbase)
• git setup