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flashlight 0.9.0

Announcements for upcoming version 1.0.0

The following breaking changes are intended for version 1.0.0.

Deprecated functionality

External -> internal

These functions will become internal in {flashlight} 1.0.0. Most likely you have never used any of them.

Options and column names

Currently, predefined column names in data objects returned by light_*() functions can be changed via options(). For instance, the model name is stored in column “label”, which can be changed via option flashlight.label_name = "label".

In {flashlight} 1.0.0, these options will vanish. To avoid clashs with existing feature names, we will use exotic column names such as “label_” instead. As a consequence, data returned by light_*() functions will have different column names.

Maintenance

flashlight 0.8.0

New functionality

Other changes

flashlight 0.7.5

Another maintenance release to remove dependency on ggpubr.

flashlight 0.7.4

This is a maintenance release to deal with an issue with XGBoost.

flashlight 0.7.3

This is a documentation and maintainance release.

Maintenance

Minor changes of defaults

Bug fixes

flashlight 0.7.2

Visible changes of defaults

New functionality

Minor

Requirement changes

flashlight 0.7.1

Emergency release. Fixes a problem introduced with ggplot 3.3.0 when plotting light_importance and light_interaction objects.

flashlight 0.7.0

New functionality

Major

flashlight 0.6.0

New functionality

Major

Minor

Interface change

Minor

flashlight 0.5.0

New functionality

Major

Minor

Interface change

Minor

Other changes

Minor

Bug fixes

Major

flashlight 0.4.0

New functionality

Major

Minor

Bug fixes

flashlight 0.3.0

New functionality

Bug fixes

flashlight 0.2.0

New functionality

Interface change

Bug fixes

flashlight 0.1.0

This is the initial release.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.