What's Changed

Linfa's 0.8.1 release adds Least Angle Regression algorithm in the new linfa-lars crate and Random Forest and AdaBoost algorithms in linfa-ensemble.

• linfa-lars: Add Least Angle Regression by @aswin-1111 in https://github.com/rust-ml/linfa/pull/421
• linfa-ensemble:
  • Add Random Forest as a sub case to EnsembleLearner by @ladezai in https://github.com/rust-ml/linfa/pull/410 and https://github.com/rust-ml/linfa/pull/419
  • Add AdaBoost classifier by @rathideep22, @relf in https://github.com/rust-ml/linfa/pull/427
• linfa-ica: Fix missing exponential by @lmmx in https://github.com/rust-ml/linfa/pull/426
• linfa:
  • Add bootstrap-with-indices utilities for Dataset by @ladezai in https://github.com/rust-ml/linfa/pull/410
  • Fix ndarray 0.16/0.17 versions mismatch (0.17 not supported) by @rathideep22 in https://github.com/rust-ml/linfa/pull/422

New Contributors

• @ladezai made their first contribution in https://github.com/rust-ml/linfa/pull/410
• @rathideep22 made their first contribution in https://github.com/rust-ml/linfa/pull/422
• @aswin-1111 made their first contribution in https://github.com/rust-ml/linfa/pull/421
• @lmmx made their first contribution in https://github.com/rust-ml/linfa/pull/426

Full Changelog: https://github.com/rust-ml/linfa/compare/0.8.0...0.8.1