Charles Tapley Hoyt
Charles Tapley Hoyt
As of the PyTorch 1.6 [release](https://pypi.org/project/torch/1.6.0/) on July 28th, 2020, there is a native type for tensors of complex numbers (see: https://pytorch.org/docs/stable/complex_numbers.html) From @mberr: Referencing the 1.7.1 release tracker here,...
[kgbench: A Collection of Datasets for Multimodal and Relational Learning on Heterogeneous Knowledge](https://openreview.net/forum?id=yeK_9wxRDbA) ([pdf](https://openreview.net/pdf?id=yeK_9wxRDbA), [GitHub]( https://github.com/pbloem/kgbench)) presents several multimodal benchmark knowledge graphs, some with literals (and even others with images...
- Blog post: https://sda.tech/paper-accepted-at-ecir-2021/ - Paper: https://jens-lehmann.org/files/2021/ecir_kgrl_patterns_noise.pdf
there is quite a bit of duplicated code in the different types of GHA yamls. Maybe we could reduce the duplication via [composite actions](https://docs.github.com/en/actions/creating-actions/creating-a-composite-action)? _Originally posted by @mberr in https://github.com/pykeen/pykeen/issues/650#issuecomment-979307418_
**On which paper(s) is your requested model based.** https://arxiv.org/abs/1904.10281 (same as #340) **List the original and other existing implementations of this model** - Author's implementation: https://github.com/cheungdaven/QuatE/blob/master/models/OctonionE.py - `pykg2vec` implementation: https://github.com/Sujit-O/pykg2vec/blob/aabbbfa5e859b99a14023f458e9cc989a5da0b1d/pykg2vec/models/pointwise.py#L844...
There's an implementation of the R-GCN convolution in [`torch_geometric.nn.conv.RGCNConv`](https://pytorch-geometric.readthedocs.io/en/latest/modules/nn.html#torch_geometric.nn.conv.RGCNConv). It would be interesting to see if it would be possible to re-implement the R-GCN model using this module, since it...
**On which paper(s) is your requested model based.** https://openreview.net/forum?id=6T45-4TFqaX ([pdf](https://openreview.net/pdf?id=6T45-4TFqaX)) **List the original and other existing implementations of this model** author’s implementation: - (repo) https://github.com/dice-group/Convolutional-Complex-Knowledge-Graph-Embeddings - (specific code) https://github.com/dice-group/Convolutional-Complex-Knowledge-Graph-Embeddings/blob/ff40f0ac76bb4cc5642c9ce6eaabf31d4ff2c0d2/models/complex_models.py#L71-L223 **Relevance...
**On which paper(s) is your requested model based.** https://arxiv.org/abs/2006.04986 **List the original and other existing implementations of this model** No link provided in the paper **Relevance of this model** This...
**On which paper(s) is your requested model based.** - arXiv: https://arxiv.org/abs/1509.05488 - PDF: [P16-1219.pdf](https://github.com/pykeen/pykeen/files/5888528/P16-1219.pdf) **List the original and other existing implementations of this model** Author implementation (numpy): https://github.com/Niubohan/TransG/blob/master/TransG.py **Relevance of...
**On which paper(s) is your requested model based.** Low-Dimensional Hyperbolic Knowledge Graph Embeddings Chami *et al.* (2021) https://arxiv.org/abs/2005.00545 **List the original and other existing implementations of this model** Official pytorch...