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v0.2.1
v0.2.1 - Add parallel computing support
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Release Note for RustyML v.0.2.1
Added
Integrate Rayon for parallel computation across modules (7s faster in cargo test!!!)
Add SVC(Support Vector Classification) support
Add LinearSVC support
Add KernelPCA support
Add ProcessingError(String) to crate::ModelError
Add LDA(Linear Discriminant Analysis) support
Add t-Distributed Stochastic Neighbor Embedding (t-SNE) implementation
Add variance calculation in math module
Add MSE calculation in metric module
Print info after training completes for fit functions of struct LDA, SVC, LinearSVC and PCA
Changed
Refactor functions in math module and metric module to use ArrayView1 for improved efficiency
Remove gaussian kernel calculation function, put gaussian kernel calculation directly in function fit of struct MeanShift
Change the location of function standardize from crate::utility::principal_component_analysis to crate::utility
Removed
Remove MSE calculation(named mean_squared_error, but actually calculate variance) in math module
Remove gaussian kernel calculation function
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