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pytorch_tutorials's Introduction

I have coming!.

0.Basic understanding.

This part I will use some easy examples to use tensor and autograd.Then I will create a netural network.

1. Tensor

I will introduce Tensor in detail. It mainly includes :

  • Basic operations

  • Tensor and numpy

  • Internal structure

  • Other topics

2.Autograd

  • At first,this is a picture about autograd calculate picture.You can have an intuitive understand from it.

image

At this part,I will introduce autograd from these aspects:

  • Variable's basic operation

  • how it works by calculate picture.

  • autograd extension(unimportant)

3.Netual network layers

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