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CHANGELOG.md

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May 2020

  • dfd0aac: Added squared error loss (thanks Nzteb)
  • PR #104: Fix incorrect relation type measurement (thanks STayinloves)
  • PR #101: Revise embedder penalty API (thanks Nzteb)
  • Improved seeding of workers when a fixed NumPy seed is used
  • Various smaller improvements and bug fixes

Apr 2020

  • Improved shared negative sampling (WOR sampling, exclude positive triples from negative sample)
  • PR #86: Support (s,?,o) queries for KvsAll training (thanks vonVogelstein)

Mar 2020

  • cf64dd2: Fast dataset/index loading via cached pickle files
  • 4bc86b1: Add support for chunking a batch when training with negative sampling
  • 14dc926: Add ability to dump configs in various ways
  • PR #64: Initial support for frequency-based negative sampling (thanks AdrianKS)
  • PR #77: Simpler use of command-line interface (thanks cthoyt)
  • 76a0077: Added RotatE
  • 7235e99: Added option to add a constant offset before computing BCE loss
  • 67de6c5: Added CP
  • a5ee441: Added SimplE

Feb 2020

  • PR #71: Faster and more memory-efficient training with negative sampling (thanks AdrianKS)
  • Initial release