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LANDMark Classifier version 2.0.0
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@jrudar jrudar released this 17 May 22:50
· 84 commits to main since this release
LANDMarkClassifier-v.2.0.0
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Learn about vigilant mode.
  • Removed dependency on 'shap' - This can be assessed post-hoc using a variety of methods and improves LANDMark performance. May be re-introduced in the future.
  • Adding type annotations and parameter checking for LANDMark input and hyper-parameters. Additional annotations will be added in later patches for subsequent modules.
  • More informative class names (eg: BaggingClassifier -> Ensemble)
  • Simplified the Ensemble() class
  • Updated README, API, CONTRIBUTIONS, ISSUES, BUG_REPORT files
  • Added tests
  • Considerable reduction in redundant code by combining all linear models into a single base classifier (LMClassifier)
  • Removed unused modules
  • Bumped version to version 2.0
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