Sujit-O pykg2vec issues

Sujit-O / pykg2vec

Python library for knowledge graph embedding and representation learning.

MIT License

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cuda11 torch<1.7 30xxGPU can not implement

#229 yuan243212790 opened 9 months ago
0
python setup,py

#228 yuan243212790 opened 9 months ago
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how to use plot_embedding(),What value should vis_opts be assigned during initialization?

#227 psycholy opened 1 year ago
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how to

#226 psycholy opened 1 year ago
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Infer Heads and Infer Tails

#225 binarybrain-009 opened 1 year ago
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Issue in Pytorch version

#224 neelamdoshi opened 1 year ago
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RuntimeError: Attempting to deserialize object on a CUDA device but torch.cuda.is_available() is False.

#223 HeatedMajin opened 1 year ago
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Why the relational embedding obtained by the RESCAL model is 50*50=2500 dimensions, but the dimension of its parameter setting is 50 dimensions, please advise, how can I obtain the embedding of the corresponding dimension?

#222 BaiTuu opened 2 years ago
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Add a logo

#221 cthoyt opened 2 years ago
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Evaluation of ConvE model is poor

#220 chehefei opened 2 years ago
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是否有参数的含义说明，怎么设置验证集/测试集的batch_size?

#219 zzyo-yu opened 2 years ago
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how to use my own model

#218 lihuiliullh opened 2 years ago
0
go wrong when export embeddings, 'gbk' codec can't encode character '\xb3'

#217 crazydust opened 2 years ago
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how to limit number of triples ?

#216 chetoui opened 2 years ago
1
I have a KG file in the form of 3 columns Head, Tail and Relation. Now how should I go about loading this file into the model to generate embeddings and save those generated embeddings. By looking at the documentation I was only able to figure out that the dataset needs to be in the format of (head\trelation\ttail). But then after that which function should we be using to get and save those embeddings

#215 binarybrain-009 opened 3 years ago
0
Optimal parameter selection

#214 HL909 opened 3 years ago
1
Exception: This experimental setting for (Memory, TransE) has not been configured

#213 sanjanasri opened 3 years ago
1
Evaluation metrics description

#212 bhaskarkvvsr closed 3 years ago
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Better way to manage parameter_list, maybe without NamedEmbedding

#211 dany-nonstop opened 3 years ago
3
Question: performance of QuatE vs RotatE

#210 dany-nonstop opened 3 years ago
0
Improve the loading of pre-trained models and simplify the use of CLI params

#209 baxtree closed 3 years ago
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Train only once and test it multiple times

#208 mscsedu closed 3 years ago
6
link prediction in knowledge graph embedding

#207 afrooze opened 3 years ago
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Load pretrained model without training, val, test data

#206 ck471 closed 3 years ago
4
make MuRP a pointwise model and refactor

#205 baxtree closed 3 years ago
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Tuning hyperparameters on custom dataset

#204 bhaskarkvvsr closed 3 years ago
3
Fixed missing custom_dataset_path parameter

#203 Mayo42 closed 3 years ago
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group loss functions into the single utitilty class

#202 baxtree closed 3 years ago
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use entry_points for better portability of scripts

#201 baxtree closed 3 years ago
0
Usability on Colab

#200 cytwill opened 3 years ago
6
remove the problematic line for training on GPU

#199 baxtree closed 3 years ago
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add the HypER model

#198 baxtree closed 3 years ago
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Implementation: HypER

#197 baxtree closed 3 years ago
1
Probable bug on the infer_tails() and infer_heads() methods

#196 Rodrigo-A-Pereira opened 3 years ago
2
Add the InteractE model

#195 baxtree closed 3 years ago
0
Implementation: InteractE

#194 baxtree closed 3 years ago
1
Implementation: QuatE and OctonionE

#193 baxtree closed 3 years ago
1
Changing hyperparameters when training on custom dataset

#192 bhaskarkvvsr closed 3 years ago
2
Add the QuatE model and the OctonionE model

#191 baxtree closed 3 years ago
0
fix the model of hyperbolic space

#190 baxtree closed 3 years ago
0
Problems achieving TransE's original paper results on FB15K

#189 Rodrigo-A-Pereira opened 3 years ago
5
issues-187 Add the Multi-Relational Poincaré model

#188 baxtree closed 3 years ago
0
Implementation: MuRP

#187 baxtree closed 3 years ago
1
Improve user experience on performing tasks with pykg2vec

#186 baxtree closed 3 years ago
1
wrap training, tuning and inferring examples into command-line interface

#185 baxtree closed 3 years ago
0
issue-181 add hyperparameters and tuning space for TuckER

#184 baxtree closed 3 years ago
0
KG2E crashes after around 400 epochs

#183 ArkDu opened 4 years ago
2
issue-180 put tensors on the configured device right before rank prediction

#182 baxtree closed 3 years ago
0
No golden hyper-parameter developed for TuckER

#181 ArkDu closed 3 years ago
3
Model proje_pointwise crashes when using cuda

#180 ArkDu closed 3 years ago
5