
# Commands for neural network survival model with piecewise-constant hazard,
# with two hidden layers that can find an additive (proportional hazard) model.

net-spec v2log.net 2 8 8 1 / - 0.05:1:1 0.05:1 - - 0.05:1:1 0.05:1 - \
                          x0.05:1 x0.05:1 - 100 
model-spec v2log.net survival pw-const-hazard 0.05 0.1 0.2 0.35 0.5 0.7 1.0 1.5

data-spec v2log.net 1 1 / vdata@1:700 . vdata@-1:700 .

net-gen v2log.net fix 0.5
mc-spec v2log.net repeat 10 heatbath hybrid 100:10 0.1
net-mc v2log.net 1

mc-spec v2log.net repeat 4 sample-sigmas heatbath hybrid 1000:10 0.25
net-mc v2log.net 400
