
# Linear regression example with Cauchy prior, using Annealed Importance
# Sampling.

net-spec slog.cauchy.ais 10 1 / - 0.05:0.5::1 -
model-spec slog.cauchy.ais real 0.1:1
data-spec slog.cauchy.ais 10 1 / sdata .
mc-temp-sched slog.cauchy.ais 1e-8:49 1e-6:450 0.05:500
mc-spec slog.cauchy.ais repeat 100 AIS heatbath hybrid 20:2 0.3 sample-sigmas 
net-mc slog.cauchy.ais 10000
