Basic Usage

Installation

Pkg.clone("https://github.com/MikeInnes/DataFlow.jl")
Pkg.clone("https://github.com/MikeInnes/Flux.jl")

The Model

Charging Ion Capacitors...

The core concept in Flux is that of the model . A model is simply a function with parameters. In Julia, we might define the following function:

W = randn(3,5)
b = randn(3)
affine(x) = W*x + b

x1 = randn(5)
affine(x1)
> 3-element Array{Float64,1}:
   -0.0215644
   -4.07343  
    0.312591

An MNIST Example