Crate elm

Extreme Learning Machine (ELM) crate. A minimalistic and flexible crate that can be used to train ELMs, a type of Neural Networks, more precisely, Single Hidden Layer Feedforward Neural Network (SFLN).

References:

• Original paper: https://ieeexplore.ieee.org/document/1380068

• Wikipedia: https://en.wikipedia.org/wiki/Extreme_learning_machine

Modules

• activation_functions
  Activation functions
• io
  Export and Import functions
• loss
  Loss functions

Structs

• ELM
  Extreme Learning Machine (ELM) base struct.

Enums

• Epsilon
  All singular values below Epsilon are considered equal to 0. Panics if Custom Epsilon is negative.

Traits

• FromMatrix
  Implemented to allow flexible usage. Transforms DMatrix<f64> into Vec<Vec<f64>> or DMatrix<d64>.
• ToMatrix
  Implemented to allow flexible usage. Transforms Vec<Vec<f64>> or DMatrix<f64> into DMatrix<f64>.

Functions

• flatten_matrix
  Flatten a DMatrix into a 1D vector considering columns as the primary dimension.