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The following code almost takes all of the memory.
`node2vec = Node2Vec(G_fb, dimensions=emb_size, walk_length=80, num_walks=10, workers=4)`
I have 12gb Memory and the nodes are 1.6 million which …
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### 🚀 The feature, motivation and pitch
I guess it would only make sense to implement [Node2Vec](https://pytorch-geometric.readthedocs.io/en/latest/_modules/torch_geometric/nn/models/node2vec.html#No…
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Hello @KiddoZhu ,
I tried node2vec on a graph with 685,551 nodes using 2 GPU cards with 32 GB each and CPU memory size 120GB, but I kept getting out of memory errors. I was doing p = q = 1. When I…
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```
$ git clone https://lc.llnl.gov/bitbucket/scm/havoq/largescale_node2vec.git
Cloning into 'largescale_node2vec'...
fatal: unable to update url base from redirection:
asked for: https://lc.lln…
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首先感谢开源这么好的框架!
在[run_loop.py](https://github.com/alibaba/euler/blob/master/tf_euler/python/run_loop.py)第200行,我注意到`Node2Vec`模型后面几个参数(如`walk_len`)都是不支持自定义的。
另外,在模型编写一节,
> 将DeepWalk套入到上面的范式中,其实现可以分为以下三…
gzkai updated
5 years ago
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I encountered the same problem when I ran
Node2Vec(G, dimensions = 64, q = 0.025, p = 4, workers = 4, num_walks = 1, walk_length = 5, weight_key = 'weight')**
```python-traceback
Traceback (mos…
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I have a custom dataset:
Graphs: 79
Classes: 12
Nodes in each graph : min: 4 max: 770
The task is to classify 79 graphs into 12 classes.
The parameters are to be set for node2vec: no. of walks,…
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Hi Docherty! I tried your code and encountered the error on class GraphN2V's definition:
![屏幕截图 2021-04-06 194744](https://user-images.githubusercontent.com/39233289/113706204-ff188500-9710-11eb-935f…
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Which parameter controls the scale of the value in the output vector?
I have build a network with 400 thousand nodes and more than 2 million edges, the node vectors are composed with values larger th…