• The implementation of NEDP

• Python 3.5.2
• Tensorflow-gpu == 1.10.0
• numpy
• scipy
• matplotlib
• networkx

• Produce representation

python3 main.py

--format：data format，default is .mat --input：the input path --output：the output path --mode：the NEDP available modual, rnn or lstm --node_num：the number of walk --path_length：the length of walk --timesteps：the timesteps --sequences：the batch of embedding model --batches：the batch of lapeo --representation_size：the dimension of result --gen_epoches：the embedding model's epoches --dis_epoches：the lapeo's epoches --epoches：total epoches

• Visualization

python3 tsne.py 

--emb，--label和--result：the path to embedding, label, and results --label_format：label's name in .mat --idims``—p：hyper-paramters in tsne