sample_from_model

transitforecast.sample_from_model(model, map_soln, tune=500, draws=500, chains=8, cores=8, step=None)

Sample from the transit light curve model.

Parameters
model~pymc3.model

A model object.

map_solndict

A dictionary with the maximum a posteriori estimates of the variables.

tuneint

The number of iterations to tune.

drawsint

The number of samples to draw.

chainsint

The number of chains to sample.

coresint

The number of cores chains to run in parallel.

stepfunction

A step function.

Returns
trace~pymc3.backends.base.MultiTrace

A MultiTrace object that contains the samples.