Smile v2.0.0-RC2 Release Notes
Release Date: 2019-11-13 // over 4 years ago-
Smile has been fully rewritten with more than 100,000 lines change.
- 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).
- ๐ New parallelism mechanism
- All new DataFrame and Formula
- ๐ New algorithms such as ICA, error reduction prune, quantile loss, TWCNB, etc.
- ๐ Support arbitrary class labels.
- โจ Enhancement and harden numeric computations.
- ๐ Support Parquet, SAS, Arrow, Avro, etc.
- ๐ Bug fixes.