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require "formula"
class VowpalWabbit < Formula
homepage "https://github.com/JohnLangford/vowpal_wabbit"
head "https://github.com/JohnLangford/vowpal_wabbit.git"
url "https://github.com/JohnLangford/vowpal_wabbit/archive/7.10.tar.gz"
sha1 "66f476926c760d5b604057796f7e19c52d7702a8"
bottle do
cellar :any
sha1 "a7bd0836491357e0b148389126eabb520707360a" => :yosemite
sha1 "97d1725e7bdc7aa2518ce32aee164255244ee032" => :mavericks
sha1 "ad337507a088dadaa29ae839c09cbfd09a0eed6a" => :mountain_lion
end
if MacOS.version < :mavericks
depends_on "boost" => "c++11"
else
depends_on "boost"
end
depends_on "autoconf" => :build
depends_on "automake" => :build
depends_on "libtool" => :build
needs :cxx11
def install
ENV.cxx11
ENV["AC_PATH"] = "#{HOMEBREW_PREFIX}/share"
system "./autogen.sh", "--prefix=#{prefix}",
"--with-boost=#{Formula['boost'].opt_prefix}"
system "make"
system "make", "install"
end
test do
(testpath/"house_dataset").write <<-EOS.undent
0 | price:.23 sqft:.25 age:.05 2006
1 2 'second_house | price:.18 sqft:.15 age:.35 1976
0 1 0.5 'third_house | price:.53 sqft:.32 age:.87 1924
EOS
system bin/"vw", "house_dataset", "-l", "10", "-c", "--passes", "25", "--holdout_off", "--audit", "-f" ,"house.model", "--nn", "5"
system bin/"vw", "-t", "-i", "house.model", "-d", "house_dataset", "-p" ,"house.predict"
(testpath/"csoaa.dat").write <<-EOS.undent
1:1.0 a1_expect_1| a
2:1.0 b1_expect_2| b
3:1.0 c1_expect_3| c
1:2.0 2:1.0 ab1_expect_2| a b
2:1.0 3:3.0 bc1_expect_2| b c
1:3.0 3:1.0 ac1_expect_3| a c
2:3.0 d1_expect_2| d
EOS
system bin/"vw", "--csoaa", "3", "csoaa.dat", "-f", "csoaa.model"
system bin/"vw", "-t", "-i", "csoaa.model", "-d", "csoaa.dat", "-p", "csoaa.predict"
(testpath/"ect.dat").write <<-EOS.undent
1 ex1| a
2 ex2| a b
3 ex3| c d e
2 ex4| b a
1 ex5| f g
EOS
system bin/"vw", "--ect", "3", "-d", "ect.dat", "-f", "ect.model"
system bin/"vw", "-t", "-i", "ect.model", "-d", "ect.dat", "-p", "ect.predict"
(testpath/"train.dat").write <<-EOS.undent
1:2:0.4 | a c
3:0.5:0.2 | b d
4:1.2:0.5 | a b c
2:1:0.3 | b c
3:1.5:0.7 | a d
EOS
(testpath/"test.dat").write <<-EOS.undent
1:2 3:5 4:1:0.6 | a c d
1:0.5 2:1:0.4 3:2 4:1.5 | c d
EOS
system bin/"vw", "-d", "train.dat", "--cb", "4", "-f", "cb.model"
system bin/"vw", "-t", "-i", "cb.model", "-d", "test.dat", "-p", "cb.predict"
end
end
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