Module: Rust::RBindings

Defined in:
lib/rust-csv.rb,
lib/rust-core.rb,
lib/rust-calls.rb,
lib/rust-plots.rb,
lib/rust-tests.rb,
lib/rust-basics.rb,
lib/rust-effsize.rb

Instance Method Summary collapse

Instance Method Details

#boxplot(*args, **options) ⇒ Object 



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# File 'lib/rust-plots.rb', line 440

def boxplot(*args, **options)
    result = Rust::Plots::BoxPlot.new
    options.each do |k, v|
        result[k] = v
    end
    
    result._do_not_override_options!
    
    args.each do |s|
        result.series(s)
    end
    
    result.show
end

#cliff_delta(d1, d2) ⇒ Object 



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# File 'lib/rust-effsize.rb', line 80

def cliff_delta(d1, d2)
    Rust::EffectSize::CliffDelta.compute(d1, d2)
end

#cohen_d(d1, d2, **args) ⇒ Object 



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# File 'lib/rust-effsize.rb', line 84

def cohen_d(d1, d2, **args)
    Rust::EffectSize::CohenD.compute(d1, d2)
end

#cor(d1, d2, **options) ⇒ Object 



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# File 'lib/rust-basics.rb', line 116

def cor(d1, d2, **options)
    return cor_test(d1, d2, **options).correlation
end

#cor_test(d1, d2, **options) ⇒ Object 



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# File 'lib/rust-basics.rb', line 120

def cor_test(d1, d2, **options)
    method = options[:method].to_s.downcase
    if "pearson".start_with?(method)
        return Rust::Correlation::Pearson.test(d1, d2)
    elsif "spearman".start_with?(method)
        return Rust::Correlation::Spearman.test(d1, d2)
    elsif "kendall".start_with?(method)
        return Rust::Correlation::Kendall.test(d1, d2)
    else
        raise "Unsupported method #{method}"
    end
end

#data_frame(*args) ⇒ Object 



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# File 'lib/rust-core.rb', line 822

def data_frame(*args)
    Rust::DataFrame.new(*args)
end

#plot(x, y = (1..x.size).to_a, **options) ⇒ Object 



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# File 'lib/rust-plots.rb', line 428

def plot(x, y=(1..x.size).to_a, **options)
    result = Rust::Plots::ScatterPlot.new(x, y)
    
    options.each do |k, v|
        result[k] = v
    end
    
    result._do_not_override_options!
    
    result.show
end

#read_csv(filename, **options) ⇒ Object 



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# File 'lib/rust-csv.rb', line 97

def read_csv(filename, **options)
    Rust::CSV.read(filename, **options)
end

#t_test(d1, d2, **args) ⇒ Object 



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# File 'lib/rust-tests.rb', line 290

def t_test(d1, d2, **args)
    paired = args[:paired] || false
    if paired
        return Rust::StatisticalTests::T.paired(d1, d2)
    else
        return Rust::StatisticalTests::T.unpaired(d1, d2)
    end
end

#wilcox_test(d1, d2, **args) ⇒ Object 



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# File 'lib/rust-tests.rb', line 281

def wilcox_test(d1, d2, **args)
    paired = args[:paired] || false
    if paired
        return Rust::StatisticalTests::Wilcoxon.paired(d1, d2)
    else
        return Rust::StatisticalTests::Wilcoxon.unpaired(d1, d2)
    end
end

#write_csv(filename, dataframe, **options) ⇒ Object 



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# File 'lib/rust-csv.rb', line 101

def write_csv(filename, dataframe, **options)
    Rust::CSV.write(filename, dataframe, **options)
end