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a simple autograd library

Project description

Simple Torch

implement by numpy

autograd

tensor

Realize the function of basic operations between tensors,also,recording dependencies between tensors and the grad of tensors.

function

Realize the function of activation function

parameter

Quickly create random tensors with requires_grad=True.

module

Realize the function of recording parameters

optim

Achieve optimization of the model

tests

Test for autograd function

Games to test performance
fizz_buzz
simple_learned_function
minimize_a_function

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