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knowledge-base-completion
Here are 12 public repositories matching this topic...
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
knowledge-graph-completion
convolutional-neural-network
link-prediction
knowledge-base-completion
knowledge-graph-embeddings
wn18rr
knowledge-base-embeddings
pytorch-implementation
knowledge-graphs
fb15k237
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Updated
May 7, 2021 - Python
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
knowledge-graph
knowledge-base
knowledge-graph-completion
link-prediction
knowledge-base-completion
knowledge-graph-embeddings
capsule-network
capsule-neural-networks
knowledge-base-embeddings
search-personalization
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Updated
Apr 14, 2021 - Python
SimplE Embedding for Link Prediction in Knowledge Graphs
tensorflow
knowledge-graph
knowledgebase
tensor-factorization
knowledge-base
knowledge-graph-completion
relational-learning
link-prediction
knowledge-base-completion
knowledge-graph-embeddings
statistical-relational-learning
starai
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Updated
Feb 11, 2020 - Python
STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)
knowledge-graph-completion
embedding-models
link-prediction
transe
stranse
knowledge-base-completion
knowledge-graph-embeddings
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Updated
Nov 28, 2017 - C++
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (NeurIPS 2020 Workshop on DiffGeo4DL) (Pytorch)
knowledge-graph-completion
link-prediction
quaternion-algebra
knowledge-base-completion
knowledge-graph-embeddings
hamilton-product
-
Updated
May 18, 2021 - Python
Python implementation of "Data-dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion [Manabe+. 2018]"
knowledge-graph-completion
embedding-models
sparse-modeling
knowledge-base-completion
knowledge-graph-embeddings
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Updated
Feb 25, 2018 - Python
wikidata
knowledge-graph
schema-matching
entity-linking
entity-typing
knowledge-base-completion
web-table
tabular-data-annotation
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Updated
Mar 26, 2021 - Python
HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion
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Updated
Dec 9, 2019 - Python
Meta-learning in Knowledge Base completion
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Updated
Aug 26, 2020 - Python
Code for project on reasoning over multiple paths
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Updated
Jan 7, 2020 - Python
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As of the PyTorch 1.6 release 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, in case they mention something about it: pytorch/pytorch#47622
It would be interesting to test updated imp