EasyCV/docs/README.md

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2022-04-02 20:01:06 +08:00
## maintain docs
1. install requirements needed to build docs
```shell
# in easycv root dir
pip install requirements/docs.txt
```
2. build docs
```shell
# in easycv/docs dir
bash build_docs.sh
```
3. doc string format
We adopt the google style docstring format as the standard, please refer to the following documents.
1. Google Python style guide docstring [link](http://google.github.io/styleguide/pyguide.html#381-docstrings)
2. Google docstring example [link](https://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_google.html)
3. sampletorch.nn.modules.conv [link](https://pytorch.org/docs/stable/_modules/torch/nn/modules/conv.html#Conv1d)
4. Transformer as an example
```python
class Transformer(base.Layer):
"""
Transformer model from ``Attention Is All You Need``,
Original paper: https://arxiv.org/abs/1706.03762
Args:
num_token (int): vocab size.
num_layer (int): num of layer.
num_head (int): num of attention heads.
embedding_dim (int): embedding dimension.
attention_head_dim (int): attention head dimension.
feed_forward_dim (int): feed forward dimension.
initializer: initializer type.
activation: activation function.
dropout (float): dropout rate (0.0 to 1.0).
attention_dropout (float): dropout rate for attention layer.
Returns: None
"""
```