RustyML v0.11.0

Changelog

Added

• Add Cosine kernel support to KernelType

Changed

• Update documentation of machine_learning module
• Update documentation and error handling of utility module
• Restrict visibility of validation helper functions
• Update documentation of math module
• Update documentation of metric module
• Update documentation of neural_network module
• Refactor serialize_weight module for better maintainability
• Refactor and update t_sne implementation in utility module
• Refactor and update LDA implementation in utility module
• Refactor and update PCA implementation in utility module
• Refactor and update KernelPCA implementation in utility module
• Refactor and simplify LDA and t-SNE implementations
• Relocate KernelType and update relevant modules
• Refactor imports in machine_learning
• Refactor imports in dataset
• Refactor imports in utility
• Refactor imports in neural_network, math, and metric
• Move test modules for machine_learning from ./src/test/ to ./tests/
• Move test modules for neural_network from ./src/test/ to ./tests/
• Move test modules for utility from ./src/test/ to ./tests/
• Move test modules for math and metric from ./src/test/ to ./tests/
• move preludes of machine_learning module to machine_learning_prelude
• move preludes of utility module to utility_prelude
• move preludes of math module to math_prelude
• move preludes of metric module to metric_prelude
• move preludes of dataset module to dataset_prelude
• move preludes of neural_network module to neural_network_prelude

Removed

• Remove linear_discriminant_analysis module from machine_learning
• remove rand dependency and use the built-in rand module in ndarray_rand