shapr 0.2.2
- Patch to fix failing CRAN-tests on R-devel due to changed behavior
of
attach(): Fixed by changing how we simluate adding a
function to .GlobalEnv in the failing test. Actual package not
affected.
shapr 0.2.1
- Patch to fix warning from development version of data.table due to
the use of nomatch argument in merge(), as requested from data.table
developers.
shapr 0.2.0
- Minor CRAN release
- Added the new dependence modeling approach “ctree” which handles
categorical features in addition to numerical ones. For more information
see our paper https://doi.org/10.1007/978-3-030-57321-8_7
- Added support to explain models which take as input categorical
features for model classes like xgboost which originally takes only
numeric input. On the user side, an additional call to the new
make_dummies function is required. See the vignette for
details.
- Slight change in the user procedure for explaining predictions from
custom models. This now requires only a single function
predict_model.
- Introduced a thorough system for extracting and checking the feature
information in the model and the data passed to shapr and
explain. The features in the data are checked for consistency
with what can be extracted from the model object. If the model object is
missing some of the necessary information, the info from the data is
used instead. The system checks feature labels, classes, and any factor
levels.
- Due to the previous point, the feature_labels option
previously used for custom models is removed.
- Added a manual testing script for custom model (currently cannot be
handled by testthat due to environment issues).
- A few under-the-hood changes for checking in the shapr
function.
shapr 0.1.4
- Patch to fulfill CRAN policy of using packages under Suggests
conditionally (in tests and examples)
shapr 0.1.3
- Fix installation error on Solaris
- Updated README with CRAN installation instructions and badges
shapr 0.1.2
- CRAN release
- Removed unused clustering code
- Removed several package dependencies
- Moved automatic check and pkgdown site build from Circle CI to
GitHub actions
- Some minor efficiency fixes
- Changed stopping threshold from 12 to 13 features for none-sampling
version of KernelSHAP for consistency with our recommendation
- Changed package title (shortened)
- Minor fixes to fulfill CRAN policy
- Improved documentation
- Revised internal/external and exported/non-exported functions,
leading to far fewer external functions and a cleaner manual.
shapr 0.1.1
- Journal of Open Source Software release
- Improved installation instructions and community guidelines in
README
- Improved documentation
- Some minor bugfixes
shapr 0.1.0
- Support for custom models
- Improved documentation
- Automated testing using testthat
- Added vignette that gives an introduction to the package
- Added webpage for package using pkgdown
- Improved API for end user
- Various bugfixes
shapr 0.0.0.9000
- First version of the package. Currently under development.