An implementation of a Factored Relevance Model (FRLM) for (Multi-)Contextual Point-of-Interest Recommendation. This implementation includes factorization (see our initial SIGIR ICTIR '19 paper), trip-qualifier (e.g. 'trip-type', 'accompanied-by') enriched contexts (see our SIGIR '20 paper), and Kernel Density Estimation based generalizations (see the extended version, KDEFRLM) of the relevance model.