Reproducible on free infrastructure

The whole LSEQM+DL pipeline re-runs end-to-end on a free Google Colab CPU - no GPU, no paid tier. The Bali subdomain, all 36 dekads of the 2001-2025 record, completes in 72.1 minutes, well inside one free-tier session.

End-to-end runtime

min · Bali, all 36 dekads

Hardware

Coverage

Where the 72 minutes go

Verification (notebook 03) dominates the budget: it computes the full 31-metric catalogue at every pixel and every dekad. The per-dekad CNN training (notebook 02) is second. Environment: .

Which of these outputs is worth trusting depends on the application - see 5.3 Application classes.

Open code and data