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v6.3.0: Efficiency improvements, argument checking and error messaging

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@honnibal honnibal released this 25 Jan 09:34

✨ Major features and improvements

  • NEW: Add thinc.check module to specify argument constraints for functions and methods.
  • NEW: Add thinc.exceptions module with custom exception messaging.
  • Add LSUV initialisation.
  • Add averaged parameters, for reduced hyper-parameter sensitivity.
  • Improve efficiency of maxout, window extraction and dropout.

📋 Tests

  • Reorganise and improve tests.
  • Reach 100% coverage over the entire package.