0.7.2
guillaume-chevalier
released this
22 Jul 04:00
·
60 commits
to master
since this release
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.