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I have a small graph of about 100MB (edge-list file size). #nodes = 65k, #edges = 3.5m. Node2vec just does not run on this graph. I have tracked the problem to being in the `preprocess_transition_prob…
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## 🐛 Bug
nn.Deepwalk does not work with OGBN-arxiv data?
## To Reproduce
```
import torch
from dgl.data import CoraGraphDataset
from dgl.nn import DeepWalk
from torch.optim import SparseA…
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data2.csv
deepwalk_128_unweighted_with_args.txt
encoding_with_args.csv
您好，请问这三个文件是怎么得到的
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Hey,
I've been playing with your implementation of deepwalk, and couldn't really wrap my head what is the format output of the binary file? If I read it into a numpy array how can I recover the ids…
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1，我在models/recall/deepwalk/deepwalk_train/static_model.py中看见deepwalk的代码是使用静态图实现的，请问在paddlerec的框架下，图神经网络都建议使用静态图吗，其中的考虑是怎么样的？
2，在models/recall/deepwalk/randwalk_reader.py中并没有按照paddlerec文档要求使用DataLoa…
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Results of `node2vec`, `deewalk`, `line`, `sdne` and `struc2vec` on all datasets. Hope this will help anyone who is interested in this project.
wiki
| Alg | micro | macro | samples| weigh…
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Hellow,sir.
In the process of running the program,I encountered the following questions,can you give me an answer?
train_rate: 0.8
ratedim: 10 userdim: 30 itemdim: 10
max_steps: 100
delta:…
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I am wondering if it makes sense to use GraphSAGE on graphs with no features? Does it still have an advantage over DeepWalk? Why is GraphSAGE without features experiment is missing in the paper?
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In the KDD19 paper, besides Deepwalk and AROPE, you also use GCN model to prove the performance of AutoNE framework, but your source code do not contain this part? Would you mind add this?
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您好，最近在研读您的论文，对您的代码想请教一下。对于embedding的方式，您提供的代码只是采用了deepwalk的方式表示节点，并没有提供论文中HERec的方法是吗？