Sampling data from the mixture model

As the model is generative in nature, it is natural to include a program to sample data from the mixture model. The command

./bmix_sample --model trained.model \
     --number-of-samples 100

samples 100 data samples from the model trained.model with the ancestral sampling scheme with the results printed on standard output.