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## 🚀 Feature
The blkdiag method is defined clearly in https://github.com/pytorch/pytorch/issues/31932
https://github.com/pytorch/pytorch/issues/31932 suggests blkdiag should create a dense Tenso…
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This function should be rewritten much more efficiently :
First, there should be a way to reverse the arcs "in place" ( without building a copy, by modifying the current graph -- I do not know if t…
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## 🚀 Feature
In `scipy.sparse.coo_matrix`, there is a method [`eliminate_zeros`](https://github.com/scipy/scipy/blob/v1.4.1/scipy/sparse/coo.py#L556-L564). It eliminates all the zero values in `value…
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- [x] Create a new driver `manual_graph_testing.cc`\
- [x] Create kernels for: the basic for loop, matrix multiply, matrix vector multiply (spmv and dense from the paper), matrix addition
- [x] Each k…
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Hello, I am using this model to train on protein data where each graph has a different number of atoms. So far I see good performance by padding shorter sequences, however I'd like to avoid this as I…
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[Graph contrastive learning with augmentations](https://proceedings.neurips.cc/paper_files/paper/2020/hash/3fe230348e9a12c13120749e3f9fa4cd-Abstract.html)
```bib
@article{you2020graph,
title={Gra…
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Because of the discussion that started here:
https://github.com/igraph/igraph/pull/2240#issuecomment-1399479647
I feel like we (or at least I) haven't been too careful about the effects of fixed…
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### Description
Our current implementation of GAT does now allow the training and test graphs to be of different sizes, since the tensor dimensions are fixed during build. This is due to our sparse m…
kjun9 updated
4 years ago
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## 🚀 Feature
A much faster LineGraph transformation function can be handled with sparse matrix manipulation.
## Motivation
I had implemented the same transformation in Cupy & Scipy, not reali…
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Hello,
I am currently using TensorRec for my master's thesis project, and have been following the MovieLens guide on getting started with the library. I am trying to test different features (embed…