Merge pull request #20708 from ChunkyGrumbler/DocFixes

DOC: fix broken documentation references in mtrand.pyx

1 files changed, 42 insertions, 42 deletions

diff --git a/numpy/random/mtrand.pyx b/numpy/random/mtrand.pyx
index ae3f37b07..8bf74aa5d 100644
--- a/numpy/random/mtrand.pyx
+++ b/numpy/random/mtrand.pyx
@@ -402,7 +402,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.random: which should be used for new code.
+        random.Generator.random: which should be used for new code.
 
         Examples
         --------
@@ -476,7 +476,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.beta: which should be used for new code.
+        random.Generator.beta: which should be used for new code.
         """
         return cont(&legacy_beta, &self._aug_state, size, self.lock, 2,
                     a, 'a', CONS_POSITIVE,
@@ -525,7 +525,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.exponential: which should be used for new code.
+        random.Generator.exponential: which should be used for new code.
 
         References
         ----------
@@ -570,7 +570,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.standard_exponential: which should be used for new code.
+        random.Generator.standard_exponential: which should be used for new code.
 
         Examples
         --------
@@ -688,7 +688,7 @@ cdef class RandomState:
         random_integers : similar to `randint`, only for the closed
             interval [`low`, `high`], and 1 is the lowest value if `high` is
             omitted.
-        Generator.integers: which should be used for new code.
+        random.Generator.integers: which should be used for new code.
 
         Examples
         --------
@@ -790,7 +790,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.bytes: which should be used for new code.
+        random.Generator.bytes: which should be used for new code.
 
         Examples
         --------
@@ -850,7 +850,7 @@ cdef class RandomState:
         See Also
         --------
         randint, shuffle, permutation
-        Generator.choice: which should be used in new code
+        random.Generator.choice: which should be used in new code
 
         Notes
         -----
@@ -1058,7 +1058,7 @@ cdef class RandomState:
         rand : Convenience function that accepts dimensions as input, e.g.,
                ``rand(2,2)`` would generate a 2-by-2 array of floats,
                uniformly distributed over ``[0, 1)``.
-        Generator.uniform: which should be used for new code.
+        random.Generator.uniform: which should be used for new code.
 
         Notes
         -----
@@ -1220,7 +1220,7 @@ cdef class RandomState:
         --------
         standard_normal : Similar, but takes a tuple as its argument.
         normal : Also accepts mu and sigma arguments.
-        Generator.standard_normal: which should be used for new code.
+        random.Generator.standard_normal: which should be used for new code.
 
         Notes
         -----
@@ -1369,7 +1369,7 @@ cdef class RandomState:
         normal :
             Equivalent function with additional ``loc`` and ``scale`` arguments
             for setting the mean and standard deviation.
-        Generator.standard_normal: which should be used for new code.
+        random.Generator.standard_normal: which should be used for new code.
 
         Notes
         -----
@@ -1448,7 +1448,7 @@ cdef class RandomState:
         --------
         scipy.stats.norm : probability density function, distribution or
             cumulative density function, etc.
-        Generator.normal: which should be used for new code.
+        random.Generator.normal: which should be used for new code.
 
         Notes
         -----
@@ -1545,7 +1545,7 @@ cdef class RandomState:
         --------
         scipy.stats.gamma : probability density function, distribution or
             cumulative density function, etc.
-        Generator.standard_gamma: which should be used for new code.
+        random.Generator.standard_gamma: which should be used for new code.
 
         Notes
         -----
@@ -1629,7 +1629,7 @@ cdef class RandomState:
         --------
         scipy.stats.gamma : probability density function, distribution or
             cumulative density function, etc.
-        Generator.gamma: which should be used for new code.
+        random.Generator.gamma: which should be used for new code.
 
         Notes
         -----
@@ -1717,7 +1717,7 @@ cdef class RandomState:
         --------
         scipy.stats.f : probability density function, distribution or
             cumulative density function, etc.
-        Generator.f: which should be used for new code.
+        random.Generator.f: which should be used for new code.
 
         Notes
         -----
@@ -1810,7 +1810,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.noncentral_f: which should be used for new code.
+        random.Generator.noncentral_f: which should be used for new code.
 
         Notes
         -----
@@ -1892,7 +1892,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.chisquare: which should be used for new code.
+        random.Generator.chisquare: which should be used for new code.
 
         Notes
         -----
@@ -1964,7 +1964,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.noncentral_chisquare: which should be used for new code.
+        random.Generator.noncentral_chisquare: which should be used for new code.
 
         Notes
         -----
@@ -2042,7 +2042,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.standard_cauchy: which should be used for new code.
+        random.Generator.standard_cauchy: which should be used for new code.
 
         Notes
         -----
@@ -2121,7 +2121,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.standard_t: which should be used for new code.
+        random.Generator.standard_t: which should be used for new code.
 
         Notes
         -----
@@ -2242,7 +2242,7 @@ cdef class RandomState:
         --------
         scipy.stats.vonmises : probability density function, distribution, or
             cumulative density function, etc.
-        Generator.vonmises: which should be used for new code.
+        random.Generator.vonmises: which should be used for new code.
 
         Notes
         -----
@@ -2340,7 +2340,7 @@ cdef class RandomState:
             cumulative density function, etc.
         scipy.stats.genpareto : probability density function, distribution or
             cumulative density function, etc.
-        Generator.pareto: which should be used for new code.
+        random.Generator.pareto: which should be used for new code.
 
         Notes
         -----
@@ -2434,7 +2434,7 @@ cdef class RandomState:
         scipy.stats.weibull_min
         scipy.stats.genextreme
         gumbel
-        Generator.weibull: which should be used for new code.
+        random.Generator.weibull: which should be used for new code.
 
         Notes
         -----
@@ -2531,7 +2531,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.power: which should be used for new code.
+        random.Generator.power: which should be used for new code.
 
         Notes
         -----
@@ -2640,7 +2640,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.laplace: which should be used for new code.
+        random.Generator.laplace: which should be used for new code.
 
         Notes
         -----
@@ -2735,7 +2735,7 @@ cdef class RandomState:
         scipy.stats.gumbel_r
         scipy.stats.genextreme
         weibull
-        Generator.gumbel: which should be used for new code.
+        random.Generator.gumbel: which should be used for new code.
 
         Notes
         -----
@@ -2855,7 +2855,7 @@ cdef class RandomState:
         --------
         scipy.stats.logistic : probability density function, distribution or
             cumulative density function, etc.
-        Generator.logistic: which should be used for new code.
+        random.Generator.logistic: which should be used for new code.
 
         Notes
         -----
@@ -2942,7 +2942,7 @@ cdef class RandomState:
         --------
         scipy.stats.lognorm : probability density function, distribution,
             cumulative density function, etc.
-        Generator.lognormal: which should be used for new code.
+        random.Generator.lognormal: which should be used for new code.
 
         Notes
         -----
@@ -3050,7 +3050,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.rayleigh: which should be used for new code.
+        random.Generator.rayleigh: which should be used for new code.
 
         Notes
         -----
@@ -3134,7 +3134,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.wald: which should be used for new code.
+        random.Generator.wald: which should be used for new code.
 
         Notes
         -----
@@ -3211,7 +3211,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.triangular: which should be used for new code.
+        random.Generator.triangular: which should be used for new code.
 
         Notes
         -----
@@ -3318,7 +3318,7 @@ cdef class RandomState:
         --------
         scipy.stats.binom : probability density function, distribution or
             cumulative density function, etc.
-        Generator.binomial: which should be used for new code.
+        random.Generator.binomial: which should be used for new code.
 
         Notes
         -----
@@ -3466,7 +3466,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.negative_binomial: which should be used for new code.
+        random.Generator.negative_binomial: which should be used for new code.
 
         Notes
         -----
@@ -3549,7 +3549,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.poisson: which should be used for new code.
+        random.Generator.poisson: which should be used for new code.
 
         Notes
         -----
@@ -3636,7 +3636,7 @@ cdef class RandomState:
         --------
         scipy.stats.zipf : probability density function, distribution, or
             cumulative density function, etc.
-        Generator.zipf: which should be used for new code.
+        random.Generator.zipf: which should be used for new code.
 
         Notes
         -----
@@ -3733,7 +3733,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.geometric: which should be used for new code.
+        random.Generator.geometric: which should be used for new code.
 
         Examples
         --------
@@ -3797,7 +3797,7 @@ cdef class RandomState:
         --------
         scipy.stats.hypergeom : probability density function, distribution or
             cumulative density function, etc.
-        Generator.hypergeometric: which should be used for new code.
+        random.Generator.hypergeometric: which should be used for new code.
 
         Notes
         -----
@@ -3920,7 +3920,7 @@ cdef class RandomState:
         --------
         scipy.stats.logser : probability density function, distribution or
             cumulative density function, etc.
-        Generator.logseries: which should be used for new code.
+        random.Generator.logseries: which should be used for new code.
 
         Notes
         -----
@@ -4023,7 +4023,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.multivariate_normal: which should be used for new code.
+        random.Generator.multivariate_normal: which should be used for new code.
 
         Notes
         -----
@@ -4216,7 +4216,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.multinomial: which should be used for new code.
+        random.Generator.multinomial: which should be used for new code.
 
         Examples
         --------
@@ -4347,7 +4347,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.dirichlet: which should be used for new code.
+        random.Generator.dirichlet: which should be used for new code.
 
         Notes
         -----
@@ -4482,7 +4482,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.shuffle: which should be used for new code.
+        random.Generator.shuffle: which should be used for new code.
 
         Examples
         --------
@@ -4608,7 +4608,7 @@ cdef class RandomState:
 
         See Also
         --------
-        Generator.permutation: which should be used for new code.
+        random.Generator.permutation: which should be used for new code.
 
         Examples
         --------