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[init][深度学习基础知识init]
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Zlase0820 committed Dec 12, 2022
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16 changes: 16 additions & 0 deletions main.py
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# This is a sample Python script.

# Press Shift+F10 to execute it or replace it with your code.
# Press Double Shift to search everywhere for classes, files, tool windows, actions, and settings.


def print_hi(name):
# Use a breakpoint in the code line below to debug your script.
print(f'Hi, {name}') # Press Ctrl+F8 to toggle the breakpoint.


# Press the green button in the gutter to run the script.
if __name__ == '__main__':
print_hi('PyCharm')

# See PyCharm help at https://www.jetbrains.com/help/pycharm/
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138 changes: 138 additions & 0 deletions 基础知识/深度学习基础知识.md
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# 深度学习基础



## 参考资料

[Dive Into Deep Learning电子书](https://zh-v2.d2l.ai/chapter_recurrent-neural-networks/sequence.html)

[课程链接-循环神经网络-注意力机制](http://courses.d2l.ai/zh-v2/)





## 视频教程——注意力机制



### 注意力机制



### Transformer

​ transformer中文翻译为变形金刚,是一种基于编码器和解码器的框架。


![image-20221209162534674](.\img\transformer框架.png)



代码都是讲Transformer是怎么写出来的.....







### BERT

​ BERT是芝麻街中的一个人物的名字....

![image-20221209165645507](.\img\bert.png)





​ 迁移学习:基于pre-train后的模型,通过小数据集进行fine-tune来针对特定领域产生比较好的效果。























































































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