Free software1 sections · 2 min readBy Dezső Mező.mdFree softwareKlyra
Klyra is an animated k-means clustering tool that discovers natural groupings in a set of points and runs the algorithm to convergence before your eyes. The signature technique is Lloyd's algorithm with k-means++ seeding, inertia tracking, and best-of-N restarts, anchored by tests on the monotonic-inertia guarantee and reliable recovery of well-separated blobs. It is a from-scratch, dependency-light build you can download and run locally.
01About the app
Unsupervised ML
What to take away
- Lloyd's algorithm with k-means++ seeding, inertia, and best-of-N restarts, animated to convergence. 13 tests anchored on the monotonic-inertia guarantee and >95% recovery of well-separated blobs.
- Download: Klyra (ZIP)
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