Name: HLearn-distributions Version: 1.0.0.2 Synopsis: Distributions for use with the HLearn library Description: This module is used to estimate statistical distributions from data. It is based on the algebraic properties of the "HomTrainer" type class from the HLearn-algebra package. Category: Data Mining, Machine Learning, Statistics License: BSD3 --License-file: LICENSE Author: Mike izbicki Maintainer: mike@izbicki.me Build-Type: Simple Cabal-Version: >=1.8 homepage: http://github.com/mikeizbicki/HLearn/ bug-reports: http://github.com/mikeizbicki/HLearn/issues Library Build-Depends: HLearn-algebra >= 1.0.0.1, ConstraintKinds >= 0.0.1, base >= 3 && < 5, template-haskell, deepseq >= 1.3.0.1, list-extras >= 0.4.1, containers >= 0.5, statistics >= 0.10.2, QuickCheck >= 2.5.1, vector >= 0.9, vector-th-unbox >= 0.2, graphviz >= 2999.16, hmatrix >= 0.14, -- are these really necessary? array >= 0.4.0, process >= 1.1.0.2, MonadRandom >= 0.1.6, math-functions >= 0.1.1, normaldistribution >= 1.1.0 hs-source-dirs: src ghc-options: -rtsopts -- -auto-all -- -caf-all -funbox-strict-fields -O2 -- -fllvm Exposed-modules: HLearn.Models.Distributions HLearn.Models.Distributions.Common HLearn.Models.Distributions.Visualization.Gnuplot HLearn.Models.Distributions.Visualization.Graphviz HLearn.Models.Distributions.Univariate.Binomial HLearn.Models.Distributions.Univariate.Categorical HLearn.Models.Distributions.Univariate.Exponential HLearn.Models.Distributions.Univariate.Geometric HLearn.Models.Distributions.Univariate.LogNormal HLearn.Models.Distributions.Univariate.Normal HLearn.Models.Distributions.Univariate.Poisson --HLearn.Models.Distributions.Univariate.Uniform HLearn.Models.Distributions.Univariate.Internal.MissingData HLearn.Models.Distributions.Univariate.Internal.Moments HLearn.Models.Distributions.Multivariate.Interface HLearn.Models.Distributions.Multivariate.MultiNormal HLearn.Models.Distributions.Multivariate.Internal.CatContainer HLearn.Models.Distributions.Multivariate.Internal.Container HLearn.Models.Distributions.Multivariate.Internal.Ignore HLearn.Models.Distributions.Multivariate.Internal.Marginalization HLearn.Models.Distributions.Multivariate.Internal.TypeLens HLearn.Models.Distributions.Multivariate.Internal.Unital