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Update README.md
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yylonly authored Aug 6, 2020
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Expand Up @@ -6,10 +6,37 @@ Automated service classification plays a crucial role in service management such

### Please cite our paper as follows:

Yilong Yang, Wei Ke, Weiru Wang, Yongxin ZhaoDeep Learning for Web Services Classification. presented at the 11th International Conferences on Web Services (ICWS’19), Milan, Italy, July 2019.
* Yilong Yang, Wei Ke, Weiru Wang, Yongxin Zhao. "Deep Learning for Web Services Classification". presented at the 11th International Conferences on Web Services (ICWS’19), Milan, Italy, July 2019.

* Yilong Yang, Nafees Qamar, Peng Liu, Katarina Grolinger, Weiru Wang, Zhi Li, Zhifang Liao. "ServeNet: A Deep Neural Network for Web Service Classification" . to be presented at the 12th International Conferences on Web Services (ICWS’20), Beijing, China, Oct. 2020.

### Start jupyter lab with docker

### DataSet in Release:

* RAW data
* CSV
* hdf5 or h5
* Tensor in pickle


### Reuseable Models in Release:

* BILSTM.hdf5
* CLSTM.hdf5
* CNN.hdf5
* LSTM.hdf5
* RCNN.hdf5
* ServeNet.hdf5
* ServeNet-ICWS20.hdf5


### Development

#### (Online) Google Colab

Directly open .ipynb in Google Colab and prepare data

#### (Local) Start jupyter lab with docker

* git clone https://github.com/yylonly/ServeNet.git

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