87 lines
3 KiB
Ruby
87 lines
3 KiB
Ruby
class VowpalWabbit < Formula
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desc "Online learning algorithm"
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homepage "https://github.com/JohnLangford/vowpal_wabbit"
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url "https://github.com/JohnLangford/vowpal_wabbit/archive/8.2.1.tar.gz"
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sha256 "884eaa4b126f8247c980082dc1959db0206b75bab4fee06bbb54936800a8e5e2"
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head "https://github.com/JohnLangford/vowpal_wabbit.git"
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bottle do
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cellar :any
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sha256 "b4b2e46f945a6886ce72d1cccabd8ea7639fb4057385de09b6faf34fbd35a363" => :sierra
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sha256 "369dbd0266e777f4fa9ab2d31b216974cef013f3ad79307dcd93eea7584dffe6" => :el_capitan
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sha256 "9180ead040a4daf5727d18328f39e82aa33fe6b684d4366502462449999f70fd" => :yosemite
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sha256 "3ba964d1da671f6f88e1f2a2d8509ed190f5b02ce1c19f5bbbccac24a1f709d6" => :mavericks
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end
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if MacOS.version < :mavericks
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depends_on "boost" => "c++11"
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else
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depends_on "boost"
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end
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depends_on "autoconf" => :build
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depends_on "automake" => :build
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depends_on "libtool" => :build
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depends_on "rapidjson" => :build if build.head?
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needs :cxx11
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def install
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ENV.cxx11
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ENV["AC_PATH"] = "#{HOMEBREW_PREFIX}/share"
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system "./autogen.sh", "--prefix=#{prefix}",
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"--with-boost=#{Formula["boost"].opt_prefix}"
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system "make"
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system "make", "install"
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bin.install Dir["utl/*"]
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rm bin/"active_interactor.py"
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rm bin/"new_version"
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rm bin/"vw-validate.html"
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rm bin/"release.ps1"
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end
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test do
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(testpath/"house_dataset").write <<-EOS.undent
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0 | price:.23 sqft:.25 age:.05 2006
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1 2 'second_house | price:.18 sqft:.15 age:.35 1976
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0 1 0.5 'third_house | price:.53 sqft:.32 age:.87 1924
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EOS
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system bin/"vw", "house_dataset", "-l", "10", "-c", "--passes", "25", "--holdout_off", "--audit", "-f", "house.model", "--nn", "5"
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system bin/"vw", "-t", "-i", "house.model", "-d", "house_dataset", "-p", "house.predict"
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(testpath/"csoaa.dat").write <<-EOS.undent
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1:1.0 a1_expect_1| a
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2:1.0 b1_expect_2| b
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3:1.0 c1_expect_3| c
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1:2.0 2:1.0 ab1_expect_2| a b
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2:1.0 3:3.0 bc1_expect_2| b c
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1:3.0 3:1.0 ac1_expect_3| a c
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2:3.0 d1_expect_2| d
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EOS
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system bin/"vw", "--csoaa", "3", "csoaa.dat", "-f", "csoaa.model"
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system bin/"vw", "-t", "-i", "csoaa.model", "-d", "csoaa.dat", "-p", "csoaa.predict"
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(testpath/"ect.dat").write <<-EOS.undent
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1 ex1| a
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2 ex2| a b
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3 ex3| c d e
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2 ex4| b a
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1 ex5| f g
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EOS
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system bin/"vw", "--ect", "3", "-d", "ect.dat", "-f", "ect.model"
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system bin/"vw", "-t", "-i", "ect.model", "-d", "ect.dat", "-p", "ect.predict"
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(testpath/"train.dat").write <<-EOS.undent
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1:2:0.4 | a c
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3:0.5:0.2 | b d
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4:1.2:0.5 | a b c
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2:1:0.3 | b c
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3:1.5:0.7 | a d
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EOS
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(testpath/"test.dat").write <<-EOS.undent
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1:2 3:5 4:1:0.6 | a c d
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1:0.5 2:1:0.4 3:2 4:1.5 | c d
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EOS
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system bin/"vw", "-d", "train.dat", "--cb", "4", "-f", "cb.model"
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system bin/"vw", "-t", "-i", "cb.model", "-d", "test.dat", "-p", "cb.predict"
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end
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end
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