Examples

4 runnable notebooks, from a first Ising chain to the full sampling stack and hardware-scale spin models. Each one runs end to end and is rendered here with its outputs.

Tutorials

From a first Ising chain to the full sampling stack and hardware-scale spin models.

00 · Getting Started with THRMLWhat a probabilistic computer is, how Extropic's sampling hardware works, and a first model sampled with THRML. 01 · All of THRMLThe whole library end to end: nodes and blocks, factors and interaction groups, programs, and block Gibbs sampling. 02 · Spin Models in THRMLIsing and spin energy-based models built from scratch, then scaled to measure block-Gibbs throughput on 8 B200s.

Applications

Real problems compiled to graphical models and sampled on thermodynamic hardware.

03 · Codon Optimization with THRMLA real design problem end to end: optimize a gene's codons by writing the objective as an energy function, building it as a Potts model and an equivalent Ising model, and sampling with simulated annealing.