lace module

lace.Engine(core_engine)

The cross-categorization model with states and data.

lace.Codebook(codebook)

Stores metadata about the lace Engine.

lace.ColumnMetadata

Column metadata

lace.ValueMap

A map of categorical values to unsigned integers

lace.CategoricalPrior(k[, alpha])

Prior on categorical data

lace.CategoricalHyper([shape, scale])

Hyperprior on categorical prior

lace.ContinuousPrior([m, k, v, s2])

Prior on continuous column data

lace.ContinuousHyper([pr_m, pr_k, pr_v, pr_s2])

Hyperprior on continuous column prior

lace.CountPrior([shape, rate])

Prior on count data

lace.CountHyper([pr_shape, pr_rate])

Hyperprior on categorical prior

lace.StateTransition

A particular state transition withing the Markov chain

lace.RowKernel

A row reassignment MCMC kernel

lace.ColumnKernel

A column reassignment MCMC kernel