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API redefinition and performance improvement
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@armand33 armand33 released this 05 May 09:30
· 325 commits to master since this release
v0.16.0
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Learn about vigilant mode.
  • Redefinition of the models' API (simplified interfaces, renamed LP methods and added get_embeddings method)
  • Implementation of the new API for all models
  • TorusE implementation fixed
  • TransD reimplementation to avoid matmul usage (costly in back-propagation)
  • Bilinear models performances improved by avoiding matmul usage
  • Addition of feature to negative samplers to generate several negative samples from each fact. Those can be fed directly to
    the models.
  • Addition some wrappers for training to utils module.
  • Progress bars now make the most of tqdm's possibilities
  • Code reformatting
  • Docstrings update
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