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Top 9 knowledge-graph-embeddings open source projects

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

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python machine-learning knowledge-graph representation-learning relational-learning graph-embeddings knowledge-graph-embeddings graph-representation-learning

A computational library for learning and evaluating biological knowledge graph embeddings

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Jupyter Notebook python machine-learning bioinformatics linked-data knowledge-graph-embeddings

Source code and datasets of EMNLP2018 paper: "Differentiating Concepts and Instances for Knowledge Graph Embedding".

✭ 75

C++python Makefile knowledge-graph knowledge-graph-embeddings knowledge-base-embeddings

STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)

✭ 50

C++c CMake knowledge-graph-completion embedding-models link-prediction transe stranse knowledge-base-completion knowledge-graph-embeddings

AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions

✭ 69

python shell deep-learning pytorch knowledge-graph-completion knowledge-graph-embeddings aaai2020

Knowledge Graph Wander

A collection of papers, codes, projects, tutorials ... for Knowledge Graph and other NLP methods

✭ 26

natural-language-processing full-stack information-extraction knowledge-graph curated-list knowledge-representation knowledge-graph-embeddings data-structures-and-algorithms paper-list

doctoral-thesis

📖 Generation and Applications of Knowledge Graphs in Systems and Networks Biology

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TeX Jupyter Notebook simulation systems-biology computational-biology data-integration curation biological-expression-language biocuration knowledge-graph-embeddings networks-biology knowledge-graphs

BiLSTM-and-CNN-for-Link-Prediction

Keras implementation of path-based link prediction model for knowledge graph completion

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python shell tensorflow keras cnn knowledge-graph lstm convolutional-neural-networks knowledge-graph-completion bi-lstm knowledge-graph-embeddings lstm-cnn

Transformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)

✭ 74

python c C++transformer knowledge-graph knowledge-graph-embeddings self-attention triple-classification search-personalization relational-memory knowledge-graph-transformer

1-9 of 9 knowledge-graph-embeddings projects