PyKEEN

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14 repositories

pykeen
Public
🤖 A Python library for learning and evaluating knowledge graph embeddings
cuda torch link-prediction knowledge-base-completion knowledge-graph-embeddings knowledge-graphs pykeen python machine-learning deep-learning
Python
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MIT License
•187•1.7k•92•25•Updated Nov 10, 2024Nov 10, 2024
pykeen.github.io
Public
🌐 The website for PyKEEN and the KEEN universe at https://pykeen.github.io
machine-learning knowledge-graph-embeddings knowledge-graphs pykeen
HTML
•0•0•1•1•Updated Oct 29, 2024Oct 29, 2024
kgem-software-review
Public
📖 A review of KGEM packages and frameworks at https://pykeen.github.io/kgem-software-review.
machine-learning awesome artificial-intelligence awesome-list graph-machine-learning
Python
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Creative Commons Zero v1.0 Universal
•1•9•0•0•Updated Jun 24, 2024Jun 24, 2024
ecosystem-ci
Public
Automate issue discovery for your projects against Lightning nightly and releases.
Python
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Apache License 2.0
•15•0•0•0•Updated Jan 13, 2023Jan 13, 2023
kgem-meta-review
Public
📖 Knowledge graph embedding model meta-review at https://pykeen.github.io/kgem-meta-review/
Python
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Creative Commons Zero v1.0 Universal
•2•5•0•1•Updated Oct 15, 2022Oct 15, 2022
asv-benchmark
Public
PyKEEN benchmarks with airspeed velocity served at https://pykeen.github.io/asv-benchmark/
pykeen knowledge-graph-embedding-models
Python
•0•0•0•1•Updated May 31, 2022May 31, 2022
benchmark-sparse-diagonal
Public
🪑 Benchmark extraction of diagonal entries of a sparse matrix
Python
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MIT License
•0•0•0•0•Updated May 12, 2022May 12, 2022
benchmarking
Public
📊 Results from the reproducibility and benchmarking studies presented in "Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework" (http://arxiv.org/abs/2006.13365)
machine-learning knowledge-graph-embeddings knowledge-graphs benchmarking
Python
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MIT License
•4•35•2•5•Updated Apr 19, 2022Apr 19, 2022
ranking-metrics-manuscript
Public
📐 Results for the Ranking Metrics submission @ GLB 2022
benchmarking deep-learning ranking knowledge-graphs pykeen
Python
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Creative Commons Zero v1.0 Universal
•0•11•0•0•Updated Apr 6, 2022Apr 6, 2022
ilpc2022
Public
🏅 KG Inductive Link Prediction Challenge (ILPC) 2022
benchmarking pykeen machine-learning
Python
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MIT License
•17•82•2•0•Updated Mar 12, 2022Mar 12, 2022
collation-benchmark
Public
🪑 Benchmark collation of negative samples inside the DataLoader
benchmark pykeen
Python
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MIT License
•0•0•0•0•Updated Mar 9, 2022Mar 9, 2022
negative-sampler-benchmark
Public
🪑 Benchmark negative samplers' false negative rate
benchmark pykeen
Python
•0•0•0•0•Updated Mar 2, 2022Mar 2, 2022
nonparametric-baseline-benchmark
Public
🪑 Benchmark non-parametric KGE models
benchmarking pykeen
Python
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MIT License
•0•0•0•0•Updated Feb 8, 2022Feb 8, 2022
bloom-filterer-benchmark
Public
🪑 Benchmark the bloom filterer at https://pykeen.github.io/bloom-filterer-benchmark/
machine-learning bloom-filter knowledge-graph-embeddings negative-sampling knowledge-graphs pykeen knowledge-graph-embedding-models benchmarking
Python
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MIT License
•0•0•0•0•Updated Apr 25, 2021Apr 25, 2021