Releases: rust-ml/linfa
Releases · rust-ml/linfa
Release 0.2.1
Changes
- remove feature flags, blocked by rust-lang/cargo#7915
- make ready for crates.io
Release 0.2.0
New algorithms
- Ordinary Linear Regression has been added to
linfa-linearby [@Nimpruda] and [@paulkoerbitz] - Generalized Linear Models has been added to
linfa-linearby [@VasanthakumarV] - Linear decision trees were added to
linfa-treesby [@mossbanay] - Fast independent component analysis (ICA) has been added to
linfa-icaby [@VasanthakumarV] - Principal Component Analysis and Diffusion Maps have been added to
linfa-reductionby [@bytesnake] - Support Vector Machines has been added to
linfa-svmby [@bytesnake] - Logistic regression has been added to
linfa-logisticby [@paulkoerbitz] - Hierarchical agglomerative clustering has been added to
linfa-hierarchicalby [@bytesnake] - Gaussian Mixture Models has been added to
linfa-clusteringby [@relf]
Changes
- Common metrics for classification and regression have been added
- A new dataset interface simplifies the work with targets and labels
- New traits for
Transformer,FitandIncrementalFitstandardizes the interface - Switched to Github Actions for better integration