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Types & classes18 in github.com/datquocnguyen/LFTM

ClassClusteringEval
Implementation of the Purity and NMI clustering evaluation scores, as described in Section 16.3 in: Christopher D. Manning, Prabhakar Raghavan, and H
src/eval/ClusteringEval.java:26
ClassCmdArgs
src/utility/CmdArgs.java:5
ClassFuncUtils
src/utility/FuncUtils.java:10
ClassLBFGS
src/utility/LBFGS.java:31
ClassLFDMM
Implementation of the LF-DMM latent feature topic model, using collapsed Gibbs sampling, as described in: Dat Quoc Nguyen, Richard Billingsley, Lan D
src/models/LFDMM.java:34
ClassLFDMM_Inf
Implementation of the LF-DMM latent feature topic model, using collapsed Gibbs sampling, as described in: Dat Quoc Nguyen, Richard Billingsley, Lan D
src/models/LFDMM_Inf.java:36
ClassLFLDA
Implementation of the LF-LDA latent feature topic model, using collapsed Gibbs sampling, as described in: Dat Quoc Nguyen, Richard Billingsley, Lan D
src/models/LFLDA.java:33
ClassLFLDA_Inf
Implementation of the LF-LDA latent feature topic model, using collapsed Gibbs sampling, as described in: Dat Quoc Nguyen, Richard Billingsley, Lan D
src/models/LFLDA_Inf.java:35
ClassLFTM
Implementations of the LF-LDA and LF-DMM latent feature topic models, using collapsed Gibbs sampling, as described in: Dat Quoc Nguyen, Richard Billi
src/LFTM.java:23
InterfaceLoopInt
A loop body that computes something for an int index.
src/utility/Parallel.java:176
ClassLoopIntAction
Fork-join task for parallel loop.
src/utility/Parallel.java:532
ClassMTRandom
src/utility/MTRandom.java:3
ClassMersenneTwister
<h3>MersenneTwister and MersenneTwisterFast</h3> <p> <b>Version 20</b>, based on version MT199937(99/10/29) of the Mersenne Twister algorithm found at
src/utility/MersenneTwister.java:175
ClassParallel
Utilities for parallel computing in loops over independent tasks. This class provides convenient methods for parallel processing of tasks that involve
src/utility/Parallel.java:172
InterfaceReduceInt
A loop body that computes and returns a value for an int index.
src/utility/Parallel.java:189
ClassReduceIntTask
Fork-join task for parallel reduce.
src/utility/Parallel.java:575
ClassTopicVectorOptimizer
Implementation of the MAP estimation for learning topic vectors, as described in section 3.5 in: Dat Quoc Nguyen, Richard Billingsley, Lan Du and Mar
src/models/TopicVectorOptimizer.java:17
ClassUnsafe
A wrapper for objects that are not thread-safe. Such objects have methods that cannot safely be executed concurrently in multiple threads. To use an u
src/utility/Parallel.java:247