Crate multistochgrad

Modules

• applis
  Some applications providing examples and tests. They show how implement Traits defined in types.rs to build a use case.
• mnist
  Structure and functions to read MNIST database
• prelude
  to include necessary files
• sag
  Implementation of basic Stochastic Average Gradient (SAG)
• scsg
  A Rust implementation of Lei-Jordan papers:
• svrg
  A Rust implementation of Johnson-Zhang paper:
  “Acceleration stochastic Gradient Descent using Predictive Variance Reduction”
  SVRG
• types
  This file is inspired by the crate optimisation written by Oliver Mader b52@reaktor42.de.
  I kept the traits Function, FunctionC1, Summation and SummationC1 which provides the interface for users to define a minimisation problem.