0.3.0
This is the first version of Python TrustyAI to include support for external explainability algorithms.
In this release we've included AIX360's TSICE
, TSLime
and TSSaliency
time-series explainers.
To use these explainers TrustyAI's extra dependencies must be installed with pip install trustyai[extras]
.
What's Changed
- Refactor TrustyAI fairness metrics namespaces by @ruivieira in #156
- Upgrade pyarrow dependency by @ruivieira in #159
- Initial support for external algorithms by @ruivieira in #160
- Replace deprecated requirements file by @ruivieira in #166
- Update date, logo and favicon by @ruivieira in #168
- Support TSICE explanations as plots by @ruivieira in #169
- Add TSSaliency to Python TrustyAI by @ruivieira in #172
- Add TSLime explainer by @ruivieira in #174
- Update TSSaliency plots to include smoothing by @ruivieira in #176
- Release/0.3.0 by @ruivieira in #177
- Fix invalid Development Status by @ruivieira in #178
- Update direct dependency to released dependency by @ruivieira in #179
Full Changelog: 0.2.12...0.3.0