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Name		Name	Last commit message	Last commit date
parent directory ..
04-数据读取和操作		04-数据读取和操作
08-线性回归		08-线性回归
09-Softmax回归		09-Softmax回归
10-多层感知机		10-多层感知机
16-Pytorch神经网络基础		16-Pytorch神经网络基础
45-ssd		45-ssd
48-全卷积神经网络（FCN）		48-全卷积神经网络（FCN）
68-Transforemer		68-Transforemer
70-BERT微调		70-BERT微调
07-自动求导.ipynb		07-自动求导.ipynb
12-权重衰退.ipynb		12-权重衰退.ipynb
13-丢弃法.ipynb		13-丢弃法.ipynb
17-使用和购买GPU.ipynb		17-使用和购买GPU.ipynb
19-卷积层.ipynb		19-卷积层.ipynb
20-填充和步幅.ipynb		20-填充和步幅.ipynb
21-多输入输出通道.ipynb		21-多输入输出通道.ipynb
22-池化层.ipynb		22-池化层.ipynb
23-LeNet.ipynb		23-LeNet.ipynb
24-AlexNet.ipynb		24-AlexNet.ipynb
25-VGG.ipynb		25-VGG.ipynb
26-NiN.ipynb		26-NiN.ipynb
27-googlenet.ipynb		27-googlenet.ipynb
28-批量归一化.ipynb		28-批量归一化.ipynb
34-多GPU训练实现.ipynb		34-多GPU训练实现.ipynb
36-数据增广.ipynb		36-数据增广.ipynb
37-微调.ipynb		37-微调.ipynb
40-实战Kaggle比赛：狗的品种识别.ipynb		40-实战Kaggle比赛：狗的品种识别.ipynb
46-语义分割.ipynb		46-语义分割.ipynb
49-样式迁移.ipynb		49-样式迁移.ipynb
52-文本预处理.ipynb		52-文本预处理.ipynb
55-RNN.ipynb		55-RNN.ipynb
56-GRU.ipynb		56-GRU.ipynb
58-深层循环神经网络.ipynb		58-深层循环神经网络.ipynb
60_机器翻译与数据集.ipynb		60_机器翻译与数据集.ipynb
62-Seq2Seq.ipynb		62-Seq2Seq.ipynb
64-注意力机制.ipynb		64-注意力机制.ipynb
67-自注意力和位置编码.ipynb		67-自注意力和位置编码.ipynb
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