Data.Algorithm.TSNE.Types

Documentation

data TSNEOptions

Constructors

TSNEOptions

Fields

• tsnePerplexity :: Int
• tsneLearningRate :: Double

Instances

Default TSNEOptions

Methods

def :: TSNEOptions

type TSNEInputValue = [Double]

type TSNEInput = [TSNEInputValue]

type Position3D = (Double, Double, Double)

data TSNEOutput3D

Constructors

TSNEOutput3D

Fields

• tsneIteration3D :: Int
• tsneSolution3D :: [Position3D]
• tsneCost3D :: Double

Instances

Eq TSNEOutput3D

Methods

(==) :: TSNEOutput3D -> TSNEOutput3D -> Bool

(/=) :: TSNEOutput3D -> TSNEOutput3D -> Bool

Show TSNEOutput3D

Methods

showsPrec :: Int -> TSNEOutput3D -> ShowS

show :: TSNEOutput3D -> String

showList :: [TSNEOutput3D] -> ShowS

type Position2D = (Double, Double)

data TSNEOutput2D

Constructors

TSNEOutput2D

Fields

• tsneIteration2D :: Int
• tsneSolution2D :: [Position2D]
• tsneCost2D :: Double

Instances

Eq TSNEOutput2D

Methods

(==) :: TSNEOutput2D -> TSNEOutput2D -> Bool

(/=) :: TSNEOutput2D -> TSNEOutput2D -> Bool

Show TSNEOutput2D

Methods

showsPrec :: Int -> TSNEOutput2D -> ShowS

show :: TSNEOutput2D -> String

showList :: [TSNEOutput2D] -> ShowS

type Probability = Double

type Gain = Double

type Delta = Double

type Gradient = Double

type Entropy = Double

data TSNEState

Constructors

TSNEState

Fields

• stIteration :: Int
• stSolution :: [[Double]]
• stGains :: [[Gain]]
• stDeltas :: [[Delta]]

Instances

Show TSNEState

Methods

showsPrec :: Int -> TSNEState -> ShowS

show :: TSNEState -> String

showList :: [TSNEState] -> ShowS

Generic TSNEState

Associated Types

type Rep TSNEState :: * -> *

Methods

from :: TSNEState -> Rep TSNEState x

to :: Rep TSNEState x -> TSNEState

NFData TSNEState

Methods

rnf :: TSNEState -> ()

type Rep TSNEState

type Rep TSNEState = D1 (MetaData "TSNEState" "Data.Algorithm.TSNE.Types" "tsne-1.2.0-Gch27wWmlVCIbtzxPGMEZ2" False) (C1 (MetaCons "TSNEState" PrefixI True) ((:*:) ((:*:) (S1 (MetaSel (Just Symbol "stIteration") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 Int)) (S1 (MetaSel (Just Symbol "stSolution") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 [[Double]]))) ((:*:) (S1 (MetaSel (Just Symbol "stGains") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 [[Gain]])) (S1 (MetaSel (Just Symbol "stDeltas") NoSourceUnpackedness NoSourceStrictness DecidedLazy) (Rec0 [[Delta]])))))