iMoonLab / DeepHypergraph

A pytorch library for graph and hypergraph computation.

https://deephypergraph.com/

iMoonLab/DeepHypergraph Issues

pip install dhg时出现error：'The 'sklearn' PyPI package is deprecated, use 'scikit-learn' rather than 'sklearn' for pip commands.'
Updated 23 days ago4
Pip installation error
Updated 23 days ago2
Has DHG been abandoned?
Updated a month ago
Nested hypergraph
Updated a month ago1
How to use batchsize for hypergraph
Updated 2 months ago
About Directed Hypergraph
Updated 2 months ago3
How to get a directed hypergraph
Updated 2 months ago2
Dataset: Can DHG support loading multi-label node hypergrah datasets?
Updated 3 months ago
关于超图子图的接口实现
Updated 3 months ago
kindly need help to for several reproduction results
Updated 3 months ago3
关于UniGCN在计算超边的度的平均值，这是否是一个bug
Closed 3 months ago
Can we generate a corresponding hypergraph dataset based on a real-world GNN graph embedding dataset?
Updated 4 months ago
您好在使用dhg.models.HGNN出现torch.sparse_coo_tensor的索引超出我的张量尺寸范围，具体的bug如下
Closed 4 months ago1
超图实现具有不同超边权重的超图卷积模型
Updated 5 months ago
Didn't concat node's vector with hyperedge's vector before computing the attention of UniGATConv
Updated 5 months ago
adaptive fusion和coequal fusion的文档问题
Updated 6 months ago2
e_weight=None，agg='softmax' 时Graph类v2v中x=torch.sparse.mm(P,dim=1)应该是x=torch.sparse.softmax(P,dim=1)
Closed 9 months ago
如何获取训练后节点的向量？
Updated 10 months ago
torch.topk 函数设置 largest=False 是为了找到最小的距离，即最近的邻居。这种方法可能比转换张量为 numpy 数组并使用 scipy.spatial.cKDTree 更有效，因为它避免了 CPU 和 GPU 之间的数据传输。
Updated a year ago1
大型图的处理
Updated a year ago
如何利用DHG实现整图分类任务
Updated a year ago4
中文文档有误
Updated a year ago
我针对你的超图写了个邻接矩阵的接口，想请老哥帮忙看看写的对不对？我自己也做了个些测试，输出的挺对，你介意合并不？
Closed a year ago2
请帮忙看一下画图代码draw_hypergraph（）的参数无法调整如v_line_width和e_line_width，限制输入的格式错了，修改也没变化。
Updated a year ago2
CoauthorshipCora dataset label error
Closed a year ago1
Unable to install dhg using pip
Closed a year ago2
mini-batches training for node classification on hypergraph
Updated a year ago
How to use HGNN+ for RL
Updated a year ago
Node classification on multiple hypergraphs
Updated a year ago4
How to transform a igraph or networkx object into hypergraph?
Updated a year ago5
超图的顶点度矩阵D_v
Closed 2 years ago11
推荐系统指标部分出现nan，可能是由于除0导致的
Closed 2 years ago2
BUG: dhg.Hypergraph.from_feature_kNN() need .detach() for input feature tensor
Closed 2 years ago2
Dataset: Coauthor network from DBLP
Closed 2 years ago9
超图如何采集负样本？
Updated 2 years ago4
hypergraph.e2v_aggregation_of_group方法出错
Closed 2 years ago2
BUG: hg.add_hyperedges can add edges out of vertex index
Closed 2 years ago4
可视化部分draw_in_poincare_ball(), Norm 运算产生0，导致除法运算报错
Closed 2 years ago1
关于稠密图数据用于训练
Updated 2 years ago13
Question for the support of dhg for heterogeneous hypergraph
Updated 2 years ago3
中文文档有误
Updated 2 years ago4
Can the k in top-k recall (retrieval evaluator) set to a ratio of samples instead of a fixed int?
Closed 2 years ago1
BUG: RetrievalEvaluator.validate_add_batch use the Tensor in CPU
Closed 2 years ago1
I am wondering if the tutorial is still going to be added? It seems like been a year for this repo.
Closed 2 years ago2
Is this still updated？
Closed 2 years ago1
The issue in segmentation
Closed 2 years ago4
Optuna version 1.10 is not exist
Closed 2 years ago1