pkofod

type Type1
    a::Matrix{Float64} # why not vector of vectors?
    b::Vector{Matrix{Float64}}
    c::Vector{Float64}
    d::Float64
    e::Int64
end

type Type2{T}
    a::Matrix{T} # why not vector of vectors?

pkofod

type Type1
    a::Matrix{Float64} # why not vector of vectors?
    b::Vector{Matrix{Float64}}
    c::Vector{Float64}
    d::Float64
    e::Int64
end

type Type2{T}
    a::Matrix{T} # why not vector of vectors?

pkofod

type ML
    vector
    phat
end

ml = ML(rand(8000), zeros(8000))

function test6(a)
    @time for i = 1:1000
    for j = 1:8000

pkofod

using Devectorize

function test0()
    vector = rand(8000)
    phat = zeros(8000)
    @time for i = 1:1000
    for j = 1:8000
        phat[j] = 1./(1+exp(-vector [j]))
    end
    end

pkofod

#Create matrix
A = rand(3,9)

#Sum over rows -> matrix
typeof(sum(A, 1)) == Matrix{Float64} #true

#Sum over cols -> matrix
typeof(sum(A,2)) == Matrix{Float64} #true

#This is expected, but what is the best way to extract the vector? This?