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Error functions in pure Julia form #82
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using Base.Math: @horner, libm | ||
using Base.MPFR: ROUNDING_MODE | ||
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function ErrFunApprox(x::Float64,iserfc::Bool,result::Float64) | ||
if isinf(x) | ||
if x > 0 | ||
return iserfc?0.0:1.0 | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Ternaries need spaces in 0.7, so this should be |
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else | ||
return iserfc?2.0:-1.0 | ||
end | ||
end | ||
if isnan(x) | ||
return NaN | ||
end | ||
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xxbig = 27.2e+0 | ||
Maximum = 2.53e+307 | ||
_HUGE = 6.71e+7 | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. explain why these constants |
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InvSqrtPI = 5.6418958354775628695e-1 | ||
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a = [3.16112374387056560e+0, | ||
1.13864154151050156e+2, | ||
3.77485237685302021e+2, | ||
3.20937758913846947e+3, | ||
1.85777706184603153e-1] | ||
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b = [2.36012909523441209e+1, | ||
2.44024637934444173e+2, | ||
1.28261652607737228e+3, | ||
2.84423683343917062e+3] | ||
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ccc = [5.64188496988670089e-1, | ||
8.88314979438837594e+0, | ||
6.61191906371416295e+1, | ||
2.98635138197400131e+2, | ||
8.81952221241769090e+2, | ||
1.71204761263407058e+3, | ||
2.05107837782607147e+3, | ||
1.23033935479799725e+3, | ||
2.15311535474403846e-8] | ||
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d = [1.57449261107098347e+1, | ||
1.17693950891312499e+2, | ||
5.37181101862009858e+2, | ||
1.62138957456669019e+3, | ||
3.29079923573345963e+3, | ||
4.36261909014324716e+3, | ||
3.43936767414372164e+3, | ||
1.23033935480374942e+3] | ||
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pp = [3.05326634961232344e-1, | ||
3.60344899949804439e-1, | ||
1.25781726111229246e-1, | ||
1.60837851487422766e-2, | ||
6.58749161529837803e-4, | ||
1.63153871373020978e-2] | ||
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qq = [2.56852019228982242e+0, | ||
1.87295284992346047e+0, | ||
5.27905102951428412e-1, | ||
6.05183413124413191e-2, | ||
2.33520497626869185e-3] | ||
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y = abs(x) | ||
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if y <= 0.46875e+0 | ||
if y > 1.11e-16 | ||
ysquared = y^2 | ||
numerator = a[5]*ysquared | ||
denominator = ysquared | ||
for i in 1:3 | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. this should use the |
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numerator = (numerator+a[i])*ysquared | ||
denominator = (denominator+b[i])*ysquared | ||
end | ||
result = y*(numerator+a[4])/(denominator+b[4]); | ||
else | ||
result=y*a[4]/b[4] | ||
end | ||
if iserfc | ||
result = 1.0 - result | ||
end | ||
return result | ||
elseif y <=4.0 | ||
numerator = ccc[9]*y | ||
denominator=y | ||
for i in 1:7 | ||
numerator = (numerator+ccc[i])*y | ||
denominator = (denominator+d[i])*y | ||
end | ||
result = (numerator+ccc[8])/(denominator+d[8]) | ||
ysquared = trunc(y*16.0)/16.0 | ||
del = (y-ysquared)*(y + ysquared) | ||
result = exp(-ysquared^2)*exp(-del)*result | ||
else | ||
if y >= xxbig | ||
if y >= Maximum | ||
if iserfc | ||
oldresult = result | ||
result *= 0x1.0000000000001p-1022 | ||
result *= 0x1.0000000000001p-1022 | ||
result *= 0x1.0000000000001p-1022 | ||
result += oldresult | ||
end | ||
return result | ||
end | ||
if y >= _HUGE | ||
result = InvSqrtPI/y | ||
return result | ||
end | ||
end | ||
ysquared = 1.0/(y^2) | ||
numerator = pp[6]*ysquared | ||
denominator = ysquared | ||
for i in 1:4 | ||
numerator = (numerator+pp[i])*ysquared | ||
denominator = (denominator+qq[i])*ysquared | ||
end | ||
result = ysquared*(numerator+pp[5])/(denominator+qq[5]) | ||
result = (InvSqrtPI-result)/y | ||
ysquared = trunc(y*16.0)/16.0 | ||
del = (y-ysquared)*(y+ysquared) | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. a comment to explain what this is doing |
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result = exp(-ysquared^2)*exp(-del)*result | ||
end | ||
return iserfc?result:(0.5-result)+0.5 | ||
end | ||
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erf(x::Float64) = x>=0?ErrFunApprox(x,false,1.0):-ErrFunApprox(x,false,1.0) | ||
erfc(x::Float64) = x>=0?ErrFunApprox(x,true,0.0):2.0-ErrFunApprox(x,true,0.0) | ||
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for f in (:erf, :erfc) | ||
@eval begin | ||
($f)(x::Float64) = ccall(($(string(f)),libm), Float64, (Float64,), x) | ||
($f)(x::Float32) = ccall(($(string(f,"f")),libm), Float32, (Float32,), x) | ||
# ($f)(x::Float64) = ccall(($(string(f)),libm), Float64, (Float64,), x) | ||
($f)(x::Float32) = Float32($f(Float64(x))) | ||
($f)(x::Real) = ($f)(float(x)) | ||
($f)(a::Float16) = Float16($f(Float32(a))) | ||
($f)(a::Complex{Float16}) = Complex{Float16}($f(Complex{Float32}(a))) | ||
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See https://docs.julialang.org/en/stable/manual/style-guide/#Use-naming-conventions-consistent-with-Julia's-base/-1