hpoit

# Logit model, v0.2

using CSV, Plots; pyplot();
data = CSV.read("/Users/kevinliu/Documents/machine-learning-ex2/ex2/ex2data1.txt", datarow=1)

X = hcat(ones(100,1), Matrix(data[:, [1,2]]))
y = Vector(data[:, 3])

# Sigmoid function
function sigmoid(z)

hpoit

# Logit mode, v0.3

using CSV, Plots; pyplot();
data = CSV.read("/Users/kevinliu/Documents/machine-learning-ex2/ex2/ex2data1.txt", datarow=1)

X = hcat(ones(100,1), Matrix(data[:, [1,2]]))
y = Vector(data[:, 3])

# Sigmoid function
function sigmoid(z)

hpoit

julia> Pkg.add("MAT")
INFO: Cloning cache of Blosc from https://github.com/stevengj/Blosc.jl.git
INFO: Cloning cache of BufferedStreams from https://github.com/BioJulia/BufferedStreams.jl.git
INFO: Cloning cache of CMakeWrapper from https://github.com/rdeits/CMakeWrapper.jl.git
INFO: Cloning cache of HDF5 from https://github.com/JuliaIO/HDF5.jl.git
INFO: Cloning cache of Libz from https://github.com/BioJulia/Libz.jl.git
INFO: Cloning cache of MAT from https://github.com/JuliaIO/MAT.jl.git
INFO: Installing Blosc v0.5.0
INFO: Installing BufferedStreams v0.4.0
INFO: Installing CMakeWrapper v0.1.0

hpoit

julia> using Flux, Flux.Data.MNIST

julia> using Flux: onehotbatch, argmax, crossentropy, throttle

julia> using Base.Iterators: repeated

julia> # using CuArrays

       # Classify MNIST digits with a simple multi-layer-perceptron

hpoit

C-----------------------------------------------------------------------
      SUBROUTINE GTD7(IYD,SEC,ALT,GLAT,GLONG,STL,F107A,F107,AP,MASS,D,T)
C
C     NRLMSISE-00
C     -----------
C        Neutral Atmosphere Empirical Model from the surface to lower
C        exosphere
C
C        NEW FEATURES:
C          *Extensive satellite drag database used in model generation

hpoit

# https://github.com/Algocircle/Cascadia.jl#webscraping-example

using Cascadia
using Gumbo
using HTTP
# using Requests (deprecated)

r = HTTP.get("http://stackoverflow.com/questions/tagged/julia-lang")
h = parsehtml(String(r.body))

hpoit

# Object types and fields

struct Character
  name::String
  appearsIn::EpisodeArray
end

# Arguments

mutable struct Starship