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PyTorch Frame 0.2.2
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@weihua916 weihua916 released this 04 Mar 20:37
· 98 commits to master since this release
0.2.2
56f687d
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This release introduces image_embedded stype to handle image columns, fixes bugs on MultiNestedTensor indexing, and makes efficiency improvements in terms of missing value imputation and categorical column encoders.

Added

  • Avoided for-loop in EmbeddingEncoder (#366)
  • Added image_embedded and one tabular image dataset (#344)
  • Added benchmarking suite for encoders (#360)
  • Added dataframe text benchmark script (#354, #367)
  • Added DataFrameTextBenchmark dataset (#349)
  • Added support for empty TensorFrame (#339)

Changed

  • Changed a workflow of Encoder's na_forward method resulting in performance boost (#364)
  • Removed ReLU applied in FCResidualBlock (#368)

Fixed

  • Fixed bug in empty MultiNestedTensor handling (#369)
  • Fixed the split of DataFrameTextBenchmark (#358)
  • Fixed empty MultiNestedTensor col indexing (#355)
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