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astonzhang authored Jun 25, 2021
2 parents b177a44 + 196f554 commit fee3287
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8 changes: 4 additions & 4 deletions README.md
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如果本书对你有帮助,请Star (★) 本仓库或引用本书的英文版:

```
@book{zhang2020dive,
@article{zhang2021dive,
title={Dive into Deep Learning},
author={Aston Zhang and Zachary C. Lipton and Mu Li and Alexander J. Smola},
note={\url{https://d2l.ai}},
year={2020}
author={Zhang, Aston and Lipton, Zachary C. and Li, Mu and Smola, Alexander J.},
journal={arXiv preprint arXiv:2106.11342},
year={2021}
}
```

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22 changes: 11 additions & 11 deletions TERMINOLOGY.md
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鞍点,saddle point

背景变量,context variable
上下文变量,context variable

背景窗口,context window
上下文窗口,context window

背景词,context word
上下文词,context word

背景向量,context vector
上下文向量,context vector

变换,transform

编码器,encoder

标记,token
词元,token

标记化,tokenize
词元化,tokenize

标签,label

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长短期记忆网络,long short-term memory (LSTM)

超参数,hyper-parameter
超参数,hyperparameter

层序softmax,hierarchical softmax

成本,cost

词汇表,vocabulary
词表,vocabulary

词嵌入,word embedding

词向量,word vector

池化层,pooling layer
汇聚层,pooling layer

稠密,dense

大小,size

导入,import

迭代周期(周期),epoch
,epoch

迭代模型参数,update model parameter(s)

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注意力提示,attention cue

准确率,accuracy
准确率,accuracy
99 changes: 63 additions & 36 deletions chapter_computer-vision/fcn.md

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4 changes: 4 additions & 0 deletions chapter_computer-vision/index.md
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object-detection-dataset
ssd
rcnn
semantic-segmentation-and-dataset
transposed-conv
fcn
neural-style
kaggle-cifar10
kaggle-dog
```
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