DOC: Fixup documentation for new way of generating classes.

Move the class documentation to the place of definition in the
appropriate module. This allow for documenting the specific series kind
along with the series specific default domains and windows

Remove template placeholders from the ABCPolyBase class documention.

General fixup of documentation that rendered poorly.

1 files changed, 30 insertions, 4 deletions

diff --git a/numpy/polynomial/hermite_e.py b/numpy/polynomial/hermite_e.py
index 4bb79f692..c3a789809 100644
--- a/numpy/polynomial/hermite_e.py
+++ b/numpy/polynomial/hermite_e.py
@@ -1413,10 +1413,15 @@ def hermefit(x, y, deg, rcond=None, full=False, w=None):
         the coefficients for the data in column k  of `y` are in column
         `k`.
 
-    [residuals, rank, singular_values, rcond] : present when `full` = True
-        Residuals of the least-squares fit, the effective rank of the
-        scaled Vandermonde matrix and its singular values, and the
-        specified value of `rcond`. For more details, see `linalg.lstsq`.
+    [residuals, rank, singular_values, rcond] : list
+        These values are only returned if `full` = True
+
+        resid -- sum of squared residuals of the least squares fit
+        rank -- the numerical rank of the scaled Vandermonde matrix
+        sv -- singular values of the scaled Vandermonde matrix
+        rcond -- value of `rcond`.
+
+        For more details, see `linalg.lstsq`.
 
     Warns
     -----
@@ -1745,6 +1750,27 @@ def hermeweight(x):
 #
 
 class HermiteE(ABCPolyBase):
+    """An HermiteE series class.
+
+    The HermiteE class provides the standard Python numerical methods
+    '+', '-', '*', '//', '%', 'divmod', '**', and '()' as well as the
+    attributes and methods listed in the `ABCPolyBase` documentation.
+
+    Parameters
+    ----------
+    coef : array_like
+        Laguerre coefficients in order of increasing degree, i.e,
+        ``(1, 2, 3)`` gives ``1*He_0(x) + 2*He_1(X) + 3*He_2(x)``.
+    domain : (2,) array_like, optional
+        Domain to use. The interval ``[domain[0], domain[1]]`` is mapped
+        to the interval ``[window[0], window[1]]`` by shifting and scaling.
+        The default value is [-1, 1].
+    window : (2,) array_like, optional
+        Window, see `domain` for its use. The default value is [-1, 1].
+
+        .. versionadded:: 1.6.0
+
+    """
     # Virtual Functions
     _add = staticmethod(hermeadd)
     _sub = staticmethod(hermesub)