Abstract: Non-exemplar class-incremental learning refers to continual classifying of new and old classes without storing samples of old classes. Since only new class samples are available, ...

Manually managing ephemeral databases, Flyway migrations, and jOOQ code generation slows down local development and CI builds. jOOQ Java Class Generator automates all of it — spin up containers, run ...

While the winners among asset classes keep rotating every year, the absence of any such pattern over the past 10 years reinforces the importance of asset allocation in building a balanced portfolio.

This tier list is based on accessibility for new players—how forgiving the class feels early, how smoothly it levels, and how much it reduces trial-and-error while ...