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@mrucker mrucker released this 03 Feb 21:27
· 74 commits to master since this release
v8.0.0
302426d

Coba 8.0.0 Release Notes

This release contains:

  • Improved the performance of all synthetic datasets
  • Improved Environments string representation
  • Improved post-hoc hyperparameter optimization in Result
  • Added Missing type for tables with missing values
  • Added Environments create from experiment results
  • Added support for rewards list in SimulatedInteractions
  • Added warning for IPS evaluation when the evaluation policy is too correlated with logging policy
  • Added cloudpickle recommendation message when multiprocessing in Jupyter Notebook
  • Added from_feurer to the Environments API
  • Added seamless reward serialization when logging rewards during evaluation
  • Added support for pytorch serialization when multiprocessing
  • Moved all interfaces to the coba.primitives module to reduce dependencies
  • Updated all learners to return actions-probs instead of PMFs
  • Fixed a bug when plotting x-axis values that were stored in the interactions table
  • Fixed many bugs
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