Cs Ranking Versions Save

Context-sensitive ranking and choice in Python with PyTorch

v2.0.0-rc2

3 years ago

CSRank 2.0.0-rc2 (9 May 2021)

Changes

  • The dataset generators in csrank.dataset_reader are no longer imported on the top level.

v2.0.0-rc1

3 years ago

CSRank 2.0.0-rc1 (13 April 2021)

Changes

  • The library has been migrated to pytorch. This is a breaking change. You will likely need to adapt to this new version if you have been using estimators from version 1.x.

  • The RankNet and CmpNet estimators are now trained with a loss that applies to the whole result (the general/discrete choice or ranking). They were previously trained on object pairs with different loss functions.

  • Behavior and default parameters of the estimators may differ from the previous versions. For example the default activation for CmpNet and RankNet is now SELU instead of ReLU.

v1.0

6 years ago
  • Initial release
  • Supports FATE/FETA-ranking