From 2b1d7f881c19c4d4b5afae194e02d3300c7675d0 Mon Sep 17 00:00:00 2001
From: Patrick Simianer <p@simianer.de>
Date: Tue, 5 Jul 2016 11:01:46 +0200
Subject: mv

---
 log_reg | 71 -----------------------------------------------------------------
 1 file changed, 71 deletions(-)
 delete mode 100755 log_reg

(limited to 'log_reg')

diff --git a/log_reg b/log_reg
deleted file mode 100755
index 82dc353..0000000
--- a/log_reg
+++ /dev/null
@@ -1,71 +0,0 @@
-#!/usr/bin/env ruby
-
-require 'zipf'
-require 'matrix'
-require 'trollop'
-
-def read_data fn
-  f = ReadFile.new fn
-  data = []
-  while line = f.gets
-    line.strip!
-    a = []
-    a << 1.0
-    tokenize(line).each { |i| a << i.to_f }
-    v = Vector.elements a
-    data << v
-  end
-  return data
-end
-
-def dot x, y
-  r = 0.0
-  x.each_with_index { |_,j|
-    r += x[j] * y[j]
-  }
-  return r
-end
-
-def approx_eql x, y, eps=10**-10
-  return false if !x||!y
-  return false if x.size!=y.size
-  x.each_with_index { |_,i|
-    return false if (x[i]-y[i]).abs>eps 
-  }
-  return true
-end
-
-def main
-  conf = Trollop::options do
-    opt :input,         "input data",         :type => :string, :required => true
-    opt :output,        "1/0 output data",    :type => :string, :required => true
-  end
-  data = read_data conf[:input]
-  dim = data[0].size
-  zeros = [0.0]*dim
-  t = ReadFile.readlines(conf[:output]).map{ |i| i.to_f }
-  model = Vector.elements zeros
-  prev_model = nil
-  gradient = Vector.elements zeros
-  hessian = Matrix.build(dim,dim) { |i,j| 0.0 }
-  i = 0 
-  while true
-    i += 1
-    data.each_with_index { |x,j|
-      m = 1.0/(1+Math.exp(-dot(model, x)))
-      gradient += (m-t[j]) * x
-      hup = Matrix.column_vector(x) * Matrix.row_vector(x)
-      hessian += m*(1.0-m) * hup
-    }
-    gradient /= data.size
-    hessian /= data.size
-    model -= hessian.inverse * gradient
-    break if approx_eql model, prev_model
-    prev_model = model
-  end
-  STDERR.write "ran for #{i} iterations\n"
-  puts model.to_s
-end
-
-main
-
-- 
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