knowledge representation learning

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License: GNU General Public License v2 (GPLv2) (GPLv2)

Author: Erick Guan

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Project description

Knowledge Graph Embedding Learning

This is an learning modules with PyTorch to learn knowledge embeddings. It's more towards research now. It heavily used another library kgekit.

The design follows DIY, data oriented design and a few OO classes.

Features

  • Small memory footprint
  • Fast parallelized sampling and batch done in C++
  • Deterministic
  • Easily extensible and readable
  • Visualization

Project details

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License: GNU General Public License v2 (GPLv2) (GPLv2)

Author: Erick Guan

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This version

0.5.0

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