Safe Haskell	None
Language	Haskell2010

Math.Clustering.Hierarchical.Spectral.Types

Contents

Orphan instances

Synopsis

type ClusteringTree a = Tree (ClusteringVertex a)
data ClusteringVertex a = ClusteringVertex {
- _clusteringItems :: !(Items a)
- _ngMod :: !Q
}
data EigenGroup
- = SignGroup
- | KMeansGroup
clusteringTreeToDendrogram :: ClusteringTree a -> Dendrogram (Items a)
clusteringTreeToDendrogramCumulative :: ClusteringTree a -> Dendrogram (Items a)
getClusterItemsDend :: Foldable t => t (Items a) -> [Items a]
getClusterItemsTree :: ClusteringTree a -> [Items a]
newtype Q = Q {
- unQ :: Double
}
type NumEigen = Int

Documentation

type ClusteringTree a = Tree (ClusteringVertex a) Source #

data ClusteringVertex a Source #

Constructors

ClusteringVertex
Fields _clusteringItems :: !(Items a) _ngMod :: !Q

Instances

Eq a => Eq (ClusteringVertex a) Source #
Instance details Defined in Math.Clustering.Hierarchical.Spectral.Types Methods (==) :: ClusteringVertex a -> ClusteringVertex a -> Bool # (/=) :: ClusteringVertex a -> ClusteringVertex a -> Bool #
Ord a => Ord (ClusteringVertex a) Source #
Instance details Defined in Math.Clustering.Hierarchical.Spectral.Types Methods compare :: ClusteringVertex a -> ClusteringVertex a -> Ordering # (<) :: ClusteringVertex a -> ClusteringVertex a -> Bool # (<=) :: ClusteringVertex a -> ClusteringVertex a -> Bool # (>) :: ClusteringVertex a -> ClusteringVertex a -> Bool # (>=) :: ClusteringVertex a -> ClusteringVertex a -> Bool # max :: ClusteringVertex a -> ClusteringVertex a -> ClusteringVertex a # min :: ClusteringVertex a -> ClusteringVertex a -> ClusteringVertex a #
Read a => Read (ClusteringVertex a) Source #
Instance details Defined in Math.Clustering.Hierarchical.Spectral.Types Methods readsPrec :: Int -> ReadS (ClusteringVertex a) # readList :: ReadS [ClusteringVertex a] # readPrec :: ReadPrec (ClusteringVertex a) # readListPrec :: ReadPrec [ClusteringVertex a] #
Show a => Show (ClusteringVertex a) Source #
Instance details Defined in Math.Clustering.Hierarchical.Spectral.Types Methods showsPrec :: Int -> ClusteringVertex a -> ShowS # show :: ClusteringVertex a -> String # showList :: [ClusteringVertex a] -> ShowS #
Generic (ClusteringVertex a) Source #
Instance details Defined in Math.Clustering.Hierarchical.Spectral.Types Associated Types type Rep (ClusteringVertex a) :: Type -> Type # Methods from :: ClusteringVertex a -> Rep (ClusteringVertex a) x # to :: Rep (ClusteringVertex a) x -> ClusteringVertex a #
type Rep (ClusteringVertex a) Source #
Instance details Defined in Math.Clustering.Hierarchical.Spectral.Types type Rep (ClusteringVertex a)

data EigenGroup Source #

Constructors

SignGroup
KMeansGroup

Instances

Read EigenGroup Source #
Instance details Defined in Math.Clustering.Hierarchical.Spectral.Types Methods readsPrec :: Int -> ReadS EigenGroup # readList :: ReadS [EigenGroup] # readPrec :: ReadPrec EigenGroup # readListPrec :: ReadPrec [EigenGroup] #
Show EigenGroup Source #
Instance details Defined in Math.Clustering.Hierarchical.Spectral.Types Methods showsPrec :: Int -> EigenGroup -> ShowS # show :: EigenGroup -> String # showList :: [EigenGroup] -> ShowS #
Generic EigenGroup Source #
Instance details Defined in Math.Clustering.Hierarchical.Spectral.Types Associated Types type Rep EigenGroup :: Type -> Type # Methods from :: EigenGroup -> Rep EigenGroup x # to :: Rep EigenGroup x -> EigenGroup #
type Rep EigenGroup Source #
Instance details Defined in Math.Clustering.Hierarchical.Spectral.Types type Rep EigenGroup = D1 (MetaData "EigenGroup" "Math.Clustering.Hierarchical.Spectral.Types" "hierarchical-spectral-clustering-0.2.2.1-JbJ2YBVxR0yQ6hFbL5NrY" False) (C1 (MetaCons "SignGroup" PrefixI False) (U1 :: Type -> Type) :+: C1 (MetaCons "KMeansGroup" PrefixI False) (U1 :: Type -> Type))

clusteringTreeToDendrogram :: ClusteringTree a -> Dendrogram (Items a) Source #

Convert a ClusteringTree to a Dendrogram. Modularity is the distance.

clusteringTreeToDendrogramCumulative :: ClusteringTree a -> Dendrogram (Items a) Source #

Convert a ClusteringTree to a Dendrogram. Modularity is the distance, such that the distance is the modularity plus the maximum distance of each branch.

getClusterItemsDend :: Foldable t => t (Items a) -> [Items a] Source #

Gather clusters (leaves) from the dendrogram.

getClusterItemsTree :: ClusteringTree a -> [Items a] Source #

Gather clusters (leaves) from the tree.

newtype Q #

Constructors

Q
Fields unQ :: Double

Instances

Eq Q
Instance details Defined in Math.Modularity.Types Methods (==) :: Q -> Q -> Bool # (/=) :: Q -> Q -> Bool #
Num Q
Instance details Defined in Math.Modularity.Types Methods (+) :: Q -> Q -> Q # (-) :: Q -> Q -> Q # (*) :: Q -> Q -> Q # negate :: Q -> Q # abs :: Q -> Q # signum :: Q -> Q # fromInteger :: Integer -> Q #
Ord Q
Instance details Defined in Math.Modularity.Types Methods compare :: Q -> Q -> Ordering # (<) :: Q -> Q -> Bool # (<=) :: Q -> Q -> Bool # (>) :: Q -> Q -> Bool # (>=) :: Q -> Q -> Bool # max :: Q -> Q -> Q # min :: Q -> Q -> Q #
Read Q
Instance details Defined in Math.Modularity.Types Methods readsPrec :: Int -> ReadS Q # readList :: ReadS [Q] # readPrec :: ReadPrec Q # readListPrec :: ReadPrec [Q] #
Show Q
Instance details Defined in Math.Modularity.Types Methods showsPrec :: Int -> Q -> ShowS # show :: Q -> String # showList :: [Q] -> ShowS #
Generic Q
Instance details Defined in Math.Modularity.Types Associated Types type Rep Q :: Type -> Type # Methods from :: Q -> Rep Q x # to :: Rep Q x -> Q #
type Rep Q
Instance details Defined in Math.Modularity.Types type Rep Q = D1 (MetaData "Q" "Math.Modularity.Types" "modularity-0.2.1.0-D2eCnoxcpHPB0l2FxogY11" True) (C1 (MetaCons "Q" PrefixI True) (S1 (MetaSel (Just "unQ") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Double)))

type NumEigen = Int Source #

Orphan instances

Read a => Read (Dendrogram a) Source #
Instance details Methods readsPrec :: Int -> ReadS (Dendrogram a) # readList :: ReadS [Dendrogram a] # readPrec :: ReadPrec (Dendrogram a) # readListPrec :: ReadPrec [Dendrogram a] #
Generic (Dendrogram a) Source #
Instance details Associated Types type Rep (Dendrogram a) :: Type -> Type # Methods from :: Dendrogram a -> Rep (Dendrogram a) x # to :: Rep (Dendrogram a) x -> Dendrogram a #
ToJSON a => ToJSON (Dendrogram a) Source #
Instance details Methods toJSON :: Dendrogram a -> Value # toEncoding :: Dendrogram a -> Encoding # toJSONList :: [Dendrogram a] -> Value # toEncodingList :: [Dendrogram a] -> Encoding #
FromJSON a => FromJSON (Dendrogram a) Source #
Instance details Methods parseJSON :: Value -> Parser (Dendrogram a) # parseJSONList :: Value -> Parser [Dendrogram a] #