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dysat_pytorch's Introduction

DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks

This is a pytorch implementation of DySAT. All codes are adapted from official implementation in TensorFlow. This implementation is only tested using dataset Enron, and the results is inconsistent with official results (better than that). Code review and contribution is welcome!

Raw Data Process

cd raw_data/Enron
pyhton process.py

The processed data will stored at 'data/Enron"

Training

python train --dataset Enron --time_steps 16

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feigsss avatar zhangmingjian180 avatar

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dysat_pytorch's Issues

python version

Hi. I would like to ask which version of python are you using?

How to get the index of each embeddings in the original Tensorflow Implementation.

Hi, I am using the original implementation, successfully ran the codes run_script.py and generated the embeddings for each timestep. However, I lost the index of each generated embeddings after I changed my laptop, so now I cannot match each embeddings with my nodes. Do you know how is the output emb.npz sorted? OR how can I get back the index of each embedding file when I lost the data of my old laptop?

error

sometimes it runs this error
image

but sometimes it not

the problem of results

Since you mention that the results are inconsistent with official results (better than that), could you please tell me whether the official results are in Table 2?

some error

Hello, I want to know why I reported this error,thanks.
image

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