Numeric.Backprop.Mono

Types

Backprop types

type BP s n r

type BPOp s n r a

type BPOpI s n r a

type BVar s n a

type Op n a b

type OpB s n a b

Vectors

data VecT k n f a

type Vec n

data I a

BP

Backprop

backprop

evalBPOp

gradBPOp

Utility combinators

withInps

implicitly

Vars

constVar

inpVar

inpVars

bpOp

bpOp'

bindVar

From Ops

opVar

(~$)

opVar1

opVar2

opVar3

(-$)

Combining

liftB

(.$)

liftB1

liftB2

liftB3

Op

op1

op2

op3

opN

composeOp

composeOp1

(~.)

op1'

op2'

op3'

Utility

(*:)

(+:)

head'

Nat type synonyms

type N0

type N1

type N2

type N3

type N4

type N5

type N6

type N7

type N8

type N9

type N10

Numeric Ops

(+.)

(-.)

(*.)

negateOp

absOp

signumOp

(/.)

recipOp

expOp

logOp

sqrtOp

(**.)

logBaseOp

sinOp

cosOp

tanOp

asinOp

acosOp

atanOp

sinhOp

coshOp

tanhOp

asinhOp

acoshOp

atanhOp