diff --git a/docs/README.md b/docs/README.md
index 0148b5fb1..92485e14b 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -56,16 +56,16 @@ If you need to add one more chapter or section, you will need to edit the `_conf
```yaml
en:
- - path: en/01.md
+ - path: en/week01/01.md
sections:
- - path: en/01-1.md
- - path: en/01-2.md
- - path: en/01-3.md
- - path: en/02.md
+ - path: en/week01/01-1.md
+ - path: en/week01/01-2.md
+ - path: en/week01/01-3.md
+ - path: en/week02/02.md
sections:
- - path: en/02-1.md
- - path: en/02-2.md
- - path: en/02-3.md
+ - path: en/week02/02-1.md
+ - path: en/week02/02-2.md
+ - path: en/week02/02-3.md
```
-The images for a given `section` will be fetched from a folder having the same name of the `section`'s file name, without considering the file extension. So, images for the file `02-2.md` will be automatically retrieved from the `02-2\` directory. The file will not be rendered well here in the repo, but `jekyll` will do a good job on the besite.
\ No newline at end of file
+The images for a given `section` will be fetched from a folder having the same name of the `section`'s file name, without considering the file extension. So, images for the file `02-2.md` will be automatically retrieved from the `02-2\` directory. The file will not be rendered well here in the repo, but `jekyll` will do a good job on the besite.
diff --git a/docs/en/index.md b/docs/en/index.md
index ab4357645..43e6f861e 100644
--- a/docs/en/index.md
+++ b/docs/en/index.md
@@ -35,18 +35,18 @@ This course concerns the latest techniques in deep learning and representation l
- ① |
+ ① |
Lecture |
- History and motivation |
+ History and motivation |
🖥️
🎥
|
- Evolution and DL |
+ Evolution and DL |
Practicum |
- Neural nets (NN) |
+ Neural nets (NN) |
📓
📓
@@ -55,17 +55,17 @@ This course concerns the latest techniques in deep learning and representation l
|
- ② |
+ ② |
Lecture |
- SGD and backprop |
+ SGD and backprop |
🖥️
|
- Backprop in practice |
+ Backprop in practice |
Practicum |
- NN training |
+ NN training |
🖥
📓
@@ -74,17 +74,17 @@ This course concerns the latest techniques in deep learning and representation l
|
- ③ |
+ ③ |
Lecture |
- Parameter transformation |
+ Parameter transformation |
🖥️
|
- CNN |
+ CNN |
Practicum |
- Natural signals' properties |
+ Natural signals' properties |
🖥
📓
@@ -92,26 +92,26 @@ This course concerns the latest techniques in deep learning and representation l
|
- ④ |
+ ④ |
Practicum |
- 1D convolutions |
+ 1D convolutions |
📓
|
- ⑤ |
+ ⑤ |
Lecture |
- - |
+ - |
🖥️
|
- - |
+ - |
Practicum |
- - |
+ - |
|
diff --git a/docs/en/week02/02-3.md b/docs/en/week02/02-3.md
index c80e78341..a17df6d2c 100644
--- a/docs/en/week02/02-3.md
+++ b/docs/en/week02/02-3.md
@@ -237,7 +237,7 @@ $$ \frac{\partial \, J(\mathcal{\Theta})}{\partial \, \boldsymbol{W_y}} = \frac{
The Jupyter notebook can be found [here](https://github.com/Atcold/pytorch-Deep-Learning-Minicourse/blob/master/04-spiral_classification.ipynb). In order to run the notebook, make sure you have `the dl-minicourse` environment installed as specified in [README.md](https://github.com/Atcold/pytorch-Deep-Learning-Minicourse/blob/master/README.md).
-An explanation of how to use `torch.device()` can be found in [last week's notes](https://atcold.github.io/pytorch-Deep-Learning-Minicourse/en/01-3/).
+An explanation of how to use `torch.device()` can be found in [last week's notes](https://atcold.github.io/pytorch-Deep-Learning-Minicourse/en/week01/01-3/).
Like before, we are going to be working with points in $\mathbb{R}^2$ with three different categorical labels - in red, yellow and blue - as can be seen in **Fig. 8**.
diff --git a/docs/zh/index.md b/docs/zh/index.md
index 0393c252f..1faeca028 100644
--- a/docs/zh/index.md
+++ b/docs/zh/index.md
@@ -48,18 +48,18 @@ translator: Mingyang Zhao
- ① |
+ ① |
讲座 |
- 历史及动力 |
+ 历史及动力 |
🖥️
🎥
|
- 发展及深度学习 |
+ 发展及深度学习 |
实践 |
- 神经网络 NN |
+ 神经网络 NN |
📓
📓
@@ -68,17 +68,17 @@ translator: Mingyang Zhao
|
- ② |
+ ② |
讲座 |
- 随机梯度下降 SGD 及反向传播 |
+ 随机梯度下降 SGD 及反向传播 |
🖥️
|
- 反向传播详解 |
+ 反向传播详解 |
实践 |
- 训练神经网络 |
+ 训练神经网络 |
🖥
📓
@@ -87,17 +87,17 @@ translator: Mingyang Zhao
|
- ③ |
+ ③ |
讲座 |
- 参数转换 |
+ 参数转换 |
🖥️
|
- 卷积神经网络 CNN |
+ 卷积神经网络 CNN |
实践 |
- 自然信号的性质 |
+ 自然信号的性质 |
🖥
📓
@@ -105,26 +105,26 @@ translator: Mingyang Zhao
|
- ④ |
+ ④ |
实践 |
- 一维卷积 |
+ 一维卷积 |
📓
|
- ⑤ |
+ ⑤ |
讲座 |
- - |
+ - |
🖥️
|
- - |
+ - |
实践 |
- - |
+ - |
|