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Draws

Draws

For each distribution, how many draws were compared with SciPy's for the same seed, how many differ and by how much.

distributiondraws compareddifferingmax difference (ulp, or integer units)bit-identical
bernoulli (Bernoulli)1519500yes
beta (Beta)1519511.00no
binom (Binomial)2127300yes
cauchy (Cauchy)91171478256no
chi (Chi)911711.00no
chi2 (ChiSquared)1215651.00no
expon (Exponential)911700yes
f (F)1519582.00no
gamma (Gamma)1215651.00no
geom (Geometric)1215600yes
gumbel_r (Gumbel)911721.00no
halfnorm (HalfNormal)911700yes
hypergeom (Hypergeometric)2735100yes
invgamma (InverseGamma)9117348983no
laplace (Laplace)911711.00no
logistic (Logistic)911700yes
lognorm (LogNormal)12156252.00no
loguniform (Reciprocal)12156241.00no
lomax (Lomax)18234224.00no
nbinom (NegativeBinomial)1519500yes
ncx2 (NoncentralChiSquared)1215600yes
norm (Normal)911700yes
pareto (Pareto)18234201.00no
poisson (Poisson)1519500yes
randint (DiscreteUniform)1215600yes
rayleigh (Rayleigh)911700yes
reciprocal (Reciprocal)12156241.00no
t (StudentT)1823400yes
triang (Triangular)1519500yes
uniform (Uniform)911700yes
vonmises (VonMises)182342612940032no
weibull_min (Weibull)15195162.00no
zipf (Zipf)1215600yes