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24 lines
632 B
Matlab
24 lines
632 B
Matlab
function [binned_param_values,bin_labels]=binned_param(param_vals,range,num_bins)
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step=(max(range)-min(range))./num_bins;
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if step==0;
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binned_param_values=ones(size(param_vals));
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bin_labels=max(param_vals);
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else
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k=0;
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for lowerval=min(range):step:max(range)
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k=k+1;
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if k==1
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to_bin=find(param_vals<lowerval+step);
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elseif k==num_bins
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to_bin=find(param_vals>=lowerval);
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else
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to_bin=find(param_vals>=lowerval & param_vals<lowerval+step);
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end
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binned_param_values(to_bin)=min(k,num_bins);
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bin_labels(k)=lowerval+0.5*step;
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end
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binned_param_values(isnan(param_vals))=NaN;
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end
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bin_labels=bin_labels(1:num_bins); |