Numeric.Backprop.Implicit

Types

Backprop types

type BPOp rs a

data BVar

type Op as a

type OpB s as a

Tuple types

data Prod k f a

type Tuple

data I a

back-propagation

backprop

grad

eval

Var manipulation

constVar

liftB

(.$)

liftB1

liftB2

liftB3

As Parts

partsVar

withParts

splitVars

gSplit

gTuple

partsVar'

withParts'

splitVars'

gSplit'

Op

op1

op2

op3

opN

op1'

op2'

op3'

Utility

only

head'

only_

Numeric Ops

(+.)

(-.)

(*.)

negateOp

absOp

signumOp

(/.)

recipOp

expOp

logOp

sqrtOp

(**.)

logBaseOp

sinOp

cosOp

tanOp

asinOp

acosOp

atanOp

sinhOp

coshOp

tanhOp

asinhOp

acoshOp

atanhOp