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fix logit funciton error
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aac9bd6479
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@ -221,7 +221,7 @@ namespace MLPP{
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double Activation::logit(double z, bool deriv){
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double Activation::logit(double z, bool deriv){
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if(deriv) { return 1/z - 1/(z-1); }
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if(deriv) { return 1/z - 1/(z-1); }
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return std::log(z / (1 + z));
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return std::log(z / (1 - z));
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}
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}
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std::vector<double> Activation::logit(std::vector<double> z, bool deriv){
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std::vector<double> Activation::logit(std::vector<double> z, bool deriv){
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@ -881,4 +881,4 @@ namespace MLPP{
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}
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}
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return a;
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return a;
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}
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}
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}
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}
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