IEEE

Class-Distribution-Aware Pseudo-Labeling for Semi-Supervised Multi-Label Learning

Abstract: Pseudo-labeling has emerged as a popular and effective approach for utilizing unlabeled data. However, in the context of semi-supervised multi-label learning (SSMLL), conventional ...
BBC

KS1 / KS2 Science: How does water get from the roots to leaves of a plant?

Ivy: Dull dull dull dull dull dull dull dull dull dull dull dull dull. Posey: No, you're not. Ivy: Not me! The flowers. I planted all these carnations months ago and I thought they'd be colourful and ...
GitHub

Node labels depend on controller execution order — node.hydration may copy incomplete labels from partially-hydrated NodeClaim

needs-priority needs-triageIndicates an issue or PR lacks a `triage/foo` label and requires one.Indicates an issue or PR lacks a `triage/foo` label and requires one. I observe that the Node object's ...
GitHub

A clean starting point for building REST APIs with Laravel 12 — with slim controllers, a real service layer, repository pattern with contracts, typed DTOs, action classes ...

All you need is Docker and Docker Compose v2. That's it — no local PHP, no local MySQL. The entrypoint script handles the boring stuff automatically: generates APP_KEY if it's missing, waits for MySQL ...