Skip to content

0.7.2

Compare
Choose a tag to compare
@guillaume-chevalier guillaume-chevalier released this 22 Jul 04:00
· 60 commits to master since this release
a2404c5

Minor release to add AutoML Report classes used to generate statistics:

  • A new file called reporting.py in the AutoML module allows generating statistics on optimization rounds and other related objects.
  • Such a report contains a dataclass of the same subclass-level of itself, so as to be able to dig into the dataclass so as to observe it, such as to generate statistics and query its information.
  • Dataclasses represent the results of an AutoML optimization round, even multiple rounds.
  • These AutoML reports are used to get information from the nested dataclasses, such as to create visuals.
  • Just pass the dataclass to the reporting class, and do function calls.
  • Example usage: BaseReport.from_dc(some_auto_ml_dataclass)
  • Then call the methods for the statistics you want to compute for reporting.