Name: HLearn-distributions
Version: 1.0.0.1
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