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2.0.0
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@haifengl haifengl released this 22 Nov 17:02
· 2507 commits to master since this release
v2.0.0
2e1c56e

Smile has been fully rewritten with more than 150,000 lines change.

  • Switch to L-GPL license.
  • Fully redesigned API. It is leaner, simpler and even more friendly.
  • Faster implementation and memory optimization. Many algorithms are fully reimplemented. RandomForest is 8X faster than XGBoost on large benchmark data (10MM samples).
  • New parallelism mechanism
  • All new DataFrame and Formula
  • New algorithms such as ICA, error reduction prune, quantile loss, TWCNB, etc.
  • Support arbitrary class labels.
  • Enhancement and harden numeric computations.
  • Support Parquet, SAS, Arrow, Avro, etc.
  • Bug fixes.
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