Datasculptures/reduction-quality-bench
RQB is a command-line tool that measures how faithfully a dimensionality reduction preserves the structure of your original data. Give it your high-dimensional data and its low-dimensional projection; it gives you scores for local and global accuracy, and diagnostic plots showing exactly where the compression distorted the data and by how much.
Stars
—
Forks
—
Language
Python
License
MIT
Last pushed
Apr 06, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/embeddings/Datasculptures/reduction-quality-bench"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
tetherto/qvac
QVAC - Local AI SDK and libraries for building private, cross-platform, peer-to-peer AI...
sysid/bkmr
A Unified CLI Tool for Bookmark, Snippet, and Knowledge Management
cerul-ai/cerul
Real-time video search engine for AI agents. Search by meaning across visual scenes, speech, and...
joshuaswarren/remnic
Local-first memory plugin for OpenClaw AI agents. LLM-powered extraction, plain markdown...
amarpatel-xx/generator-jhipster-ai-postgresql
JHipster blueprint that enhances entity relationships by displaying multiple human-readable...