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Fixed grammar in comments
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@ -60,7 +60,7 @@ namespace dlib
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// Unpack blocks to output, but here instead of producing the step function
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// output we linearly interpolate. Note that this actually fits the data less
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// than the step-function, but in many applications might be closer to what you
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// really when when using isotonic_regression than the step function.
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// really want when using isotonic_regression than the step function.
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for (size_t i = 0; i < blocks.size(); ++i)
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{
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auto& block = blocks[i];
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@ -34,7 +34,7 @@ namespace dlib
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requires
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- [begin,end) is an iterator range of float or doubles or a range of
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std::pair<T,double> or std::pair<T,float> where T an be anything.
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- obegin points to an iterator range at least std::distance(begin,end).
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- obegin points to an iterator range at least std::distance(begin,end) elements.
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- obegin points to an iterator range of objects of type float, double, std::pair<T,float>, or std::pair<T,double>.
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ensures
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- Given the range of real values stored in [begin,end), this method performs isotonic regression
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@ -91,7 +91,7 @@ namespace dlib
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- obegin points to an iterator range of objects of type float, double, std::pair<T,float>, or std::pair<T,double>.
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ensures
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- This function behaves just like (*this)(begin,end,obegin) except that the
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output is interpolated. To explain, not that the optimal output of
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output is interpolated. To explain, note that the optimal output of
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isotonic regression is a step function. However, in many applications
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that isn't really what you want. You want something smoother. So
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fit_with_linear_output_interpolation() does isotonic regression and then
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