Package smile.neighbor.lsh


package smile.neighbor.lsh
LSH internal classes.
  • Classes
    Class
    Description
    A bucket is a container for points that all have the same value for hash function g (function g is a vector of k LSH functions).
    The hash function for Euclidean spaces.
    Hash value Parzen model for multi-probe hash.
    The hash function for data in Euclidean spaces.
    Training sample for MPLSH.
    Gaussian model of hash values of nearest neighbor.
    Pre-computed posteriori probabilities for generating multiple probes.
    The probability for given query object and hash function.
    Probe to check for nearest neighbors.
    The probability list of all buckets for given query object.