PR :   computing the partition function and probability of evidence

  • single CPU, 8 GB memory limit
  • 20 sec, 100 sec, 20 min time limits

MAR :   computing the marginal probability distribution over a variable given evidence

  • single CPU, 8 GB memory limit
  • 20 sec, 100 sec, 20 min time limits

MAP :   computing the most likely assignment to all variables given evidence

  • single CPU, 8 GB memory limit
  • 20 sec, 100 sec, 20 min time limits

MMAP :   computing the most likely assignment to a subset of variables that maximizes the marginals on the remaining variables

  • single CPU, 8 GB memory limit
  • 20 sec, 100 sec, 20 min time limits

MLC (new!) :   multi-label classification of a subset of variables of given a model and observed evidence (through learning, inference, or any other method of your choice).