This is the personal project of Li Jingshu in 23sp CS6208, taught by professor Xavier Bresson.
In this project, DeepWalk is reproduced. The random walk part and skipgram part are both reproduced and you can see them in ./utils/random_walk.py and ./utils/skipgram.py. The body of DeepWalk is in ./model/deepwalk.py.
To run the code, just use the following command:
$ python main.py
There are also user setting arguments, for details, please see:
$ python main.py --help
The dataset is about the related to the semantic area related to any Wikipedia Page. For mor details, please see the Datasource.