MacStories

Introducing Shortcuts Playground: Create Apple Shortcuts with Claude Code or Codex

Today, I’m pleased to introduce something I’ve been working on for the past six months: Shortcuts Playground, a plugin for ...
IEEE

HPRNet: Human Parsing Reconstruction With Non-Local Multi-Scale Perception Network for Cloth-Changing Person Re-Identification

Abstract: Cloth-changing Person Re-Identification (CC-ReID) is a challenging data modeling task that involves identifying specific pedestrians wearing different outfits. Existing methods primarily ...
IEEE

Understanding User Passwords Through Parsing Tree

Abstract: Passwords are today’s dominant form of authentication, and password guessing is the most effective method for evaluating password strength. Most password guessing models (e.g., PCFG, Markov, ...
GitHub

PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.

🔍 PDF parser for AI data extraction — Extract Markdown, JSON (with bounding boxes), and HTML from any PDF. #1 in benchmarks (0.907 overall). Deterministic local mode + AI hybrid mode for complex ...
GitHub

cto_node_expander.py

# All new nodes conform to validated schema from v0.5.1 l0_data, l0_nodes = load_layer("l0_sdtm_mappings.json") l2_data, l2_nodes = load_layer("l2_loinc_mappings.json ...