Class Tensor

constructor

• new Tensor(
      data: NestedNumberArray,
      options?: { requires_grad?: boolean },
      internal_options?: { operation?: Operation; shape?: number[] },
  ): Tensor

  Parameters

  • data: NestedNumberArray
  • options: { requires_grad?: boolean } = {}
  • internal_options: { operation?: Operation; shape?: number[] } = {}

  Returns Tensor

_shape

data

grad

operation

requires_grad

shape

• get shape(): number[]

  Returns number[]

• set shape(shape: number[]): void

  Parameters

  • shape: number[]

  Returns void

abs

• abs(): Tensor

  Returns Tensor

add

• add(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

backward

• backward(grad?: Tensor): void

  Parameters

  • Optionalgrad: Tensor

  Returns void

cos

• cos(): Tensor

  Returns Tensor

dataLength

• dataLength(): number

  Returns number

detach

• detach(): Tensor

  Returns Tensor

detach_

• detach_(): void

  Returns void

div

• div(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

eq

• eq(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

exp

• exp(): Tensor

  Returns Tensor

fmod

• fmod(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

ge

• ge(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

gt

• gt(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

item

• item(): number

  Returns number

le

• le(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

log

• log(): Tensor

  Returns Tensor

lt

• lt(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

matmul

• matmul(other: Tensor): Tensor

  Parameters

  • other: Tensor

  Returns Tensor

maximum

• maximum(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

mean

• mean(): Tensor

  Returns Tensor

minimum

• minimum(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

mul

• mul(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

ne

• ne(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

neg

• neg(): Tensor

  Returns Tensor

pow

• pow(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

reciprocal

• reciprocal(): Tensor

  Returns Tensor

reshape

• reshape(shape: number[]): Tensor

  Parameters

  • shape: number[]

  Returns Tensor

sign

• sign(): Tensor

  Returns Tensor

sin

• sin(): Tensor

  Returns Tensor

sqrt

• sqrt(): Tensor

  Returns Tensor

square

• square(): Tensor

  Returns Tensor

sub

• sub(other: number | Tensor): Tensor

  Parameters

  • other: number | Tensor

  Returns Tensor

sum

• sum(): Tensor

  Returns Tensor

tan

• tan(): Tensor

  Returns Tensor

toArray

• toArray(): number[]

  Returns number[]

toArray_

• toArray_(): void

  Returns void

transpose

• transpose(dim0: number, dim1: number): Tensor

  Parameters

  • dim0: number
  • dim1: number

  Returns Tensor

unsqueeze

• unsqueeze(dim: number): Tensor

  Parameters

  • dim: number

  Returns Tensor

zero_

• zero_(): void

  Returns void