nuts

ASCII-art is so 2013

Eurostat NUTS dataset as JSON for web mapping

A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.

An HMC/NUTS implementation in Aesara

GPmp: the Gaussian process micro package

TestCases for clients

Eurostats NUTS system files ready to be used in data science projects

This extension of the NUTS pilot project includes the geography descriptions pointing towards GISCO datasets.

Supplementary material to the research thesis "The forensic statistical analysis of incident series" by Patricia de Bruin.

Beyond Hamiltonian dynamics and the U-turn, generalized WALNUTS unifies six adaptive MCMC samplers from two measure-preserving flows and three initial-point-symmetric stopping rules. Its isokinetic anchored sampler delivers 10.9× higher ESS per gradient than standard WALNUTS on Neal’s funnel.

FastAPI service mapping postal codes — and full addresses, via an optional self-hosted Photon geocoding tier — to EU NUTS regions (levels 1-3) across 36 EU, EFTA and candidate countries. Built on GISCO TERCET data.

Europe-wide map and dashboards of violent crime — stabbings, shootings, fatal beatings — pulled from official statistical authorities and news media. Inspired by hoyodecrimen.com.