Crate lace_stats

Re-exports

• pub use lace_consts::rv;

Modules

• assignment
  Data structures for assignments of items to components (partitions)
• dist
• integrate
• mat
• mh
• prior
• prior_process
• seq
• test
• uncertainty

Macros

• validate_assignment
  Validates assignments if the LACE_NOCHECK is not set to "1".

Structs

• EmpiricalCdf
• SimplexPoint
  A point on the N-Simplex

Enums

• MixtureType
  Enum describing the types of mixture models that can be constructed from Lace column models.
• SimplexPointError
  Describes invalid simplex points

Traits

• L2Norm
• MixtureJsd
  Compute the Jensen-Shannon divergence of all Components of a Mixture
• PairwiseKl
  Compute pairwise KL divergence on collections of probability distributions
• QmcEntropy
  Trait supporting the estimation of join entropies from Quasi Monte Carlo sequences.
• SampleError
• UpdatePrior
  Trait defining methods to update prior hyperparameters

Functions

• uvec_to_simplex
  Convert a N-length vector xs = {x₁, …, x_n : x_i ~ U(0, 1)} to a point on the N-simplex