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NMatrix non-contiguous row/col selection extension
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require 'nmatrix/nmatrix' | |
NMatrix.class_eval do | |
def row(row_number, get_by = :copy) | |
if row_numbers = get_row_or_col_index_array(row_number) | |
out = NMatrix.new [row_numbers.length, cols], default_value, dtype: dtype, stype: stype | |
row_numbers.each_with_index do |rownum, i| | |
out[i, 0..-1] = self[rownum, 0..-1] | |
end | |
out | |
else | |
rank(0, row_number, get_by) | |
end | |
end | |
def column(col_number, get_by = :copy) | |
if col_numbers = get_row_or_col_index_array(col_number) | |
out = NMatrix.new [rows, col_numbers.length], default_value, dtype: dtype, stype: stype | |
col_numbers.each_with_index do |colnum, i| | |
out[0..-1, i] = self[0..-1, colnum] | |
end | |
out | |
else | |
rank(1, col_number, get_by) | |
end | |
end | |
alias :col :column | |
private | |
def get_row_or_col_index_array arg | |
return unless arg.is_a?(Array) || arg.is_a?(NMatrix) | |
out = arg.to_a.flatten | |
out = booleans_to_indexes(out) unless out.first.is_a?(Integer) | |
out | |
end | |
def booleans_to_indexes row_numbers | |
row_numbers.map.with_index {|v, i| i if v}.compact | |
end | |
end | |
require 'pp' | |
puts "Dense matrix:" | |
d = NMatrix.indgen [3,3] | |
pp d # => [ [0, 1, 2] [3, 4, 5] [6, 7, 8] ] | |
pp d.row 0 # => [ [0, 1, 2] ] | |
pp d.row [0,2] # => [ [0, 1, 2] [6, 7, 8] ] | |
pp d.row d.sum(1) > 6 # => [ [3, 4, 5] [6, 7, 8] ] | |
pp d.col 0 # => [ [0] [3] [6] ] | |
pp d.col [0,2] # => [ [0, 2] [3, 5] [6, 8] ] | |
pp d.col d.sum(0) > 12 # => [ [2] [5] [8] ] | |
pp d.row([0,2]).col([0,2]) # => [ [0, 2] [6, 8] ] | |
puts "\nSparse matrix:" | |
y = NMatrix.diagonal([1,2,3], stype: :yale) | |
pp y # => [ [1, 0, 0] [0, 2, 0] [0, 0, 3] ] | |
pp y.row 0 # => [ [1, 0, 0] ] | |
pp y.row [0,2] # => [ [1, 0, 0] [0, 0, 3] ] | |
pp y.row y.sum(1) > 2 # => [ [0, 0, 3] ] | |
pp y.col 0 # => [ [1] [0] [0 ] | |
pp y.col [0,2] # => [ [1, 0] [0, 0] [0, 3] ] | |
pp y.col y.sum(0) > 2 # => [ [0] [0] [3] ] | |
pp y.row([0,2]).col([0,2]) # => [ [1, 0] [0, 3] ] |
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