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brain_cognition_vision_transformer's Introduction

Brain_Cognition_Vision_Transformer

通过人类眼动数据对vit的注意力进行优化, Using human eye movement data to optimize vit's attention.

写在开头

所有内容都可编辑,尤其包括这个README文档,也欢迎大家来找bug

使用git进行多人协作,需要编辑的话先clone项目(不要download zip),之后每次写代码前都先pull拉取之后再写,写之后直接merge到main(暂定如此),也可以自己建立分支,写完后pull request,由其他人review之后再merge到main。(如果这句话看不懂可以群里询问)

开发规则(开发规则也欢迎编辑)

  1. 变量/文件名使用小写字母+下划线(例如train_dataset),函数使用驼峰命名法(例如MultiHeadAttention)
  2. 注释越详细越好,尽量使用英文
  3. 鼓励创建多个文件夹实现不同功能,例如创立个train文件夹保存训练不同数据集的train.py代码
  4. .gitignore文件中添加不需要上传的文件,不会写让chat帮你
  5. 每次完成开发别忘了push到github,也支持每完成一部分就push一下
  6. 模型的类需要足够的可定义变量,例如激活层、注意力头数、dropout等,方便调用
  7. commit尽量使用英文,双语也行

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