Fix CMA tanle miss align and conf modules

DEAP · fmder · Jul 24, 2023 · Jul 17, 2023 · Jul 17, 2023 · Jul 23, 2023
commit 8320b2aa390240069614a4a895205f0559b0e7ac
diff --git a/deap/benchmarks/__init__.py b/deap/benchmarks/__init__.py
@@ -161,8 +161,7 @@ def ackley(individual):
        * - Global optima
          - :math:`x_i = 0, \forall i \in \lbrace 1 \ldots N\rbrace`, :math:`f(\mathbf{x}) = 0`
        * - Function
-         - :math:`f(\mathbf{x}) = 20 - 20\exp\left(-0.2\sqrt{\frac{1}{N} \
-            \sum_{i=1}^N x_i^2} \right) + e - \exp\left(\frac{1}{N}\sum_{i=1}^N \cos(2\pi x_i) \right)`
+         - :math:`f(\mathbf{x}) = 20 - 20\exp\left(-0.2\sqrt{\frac{1}{N} \ \sum_{i=1}^N x_i^2} \right) + e - \exp\left(\frac{1}{N}\sum_{i=1}^N \cos(2\pi x_i) \right)`
 
     .. plot:: code/benchmarks/ackley.py
        :width: 67 %

diff --git a/deap/cma.py b/deap/cma.py
@@ -225,7 +225,7 @@ class StrategyOnePlusLambda(object):
     | ``d``          | ``1.0 + N / (2.0 *        | Damping for step-size.     |
     |                | lambda_)``                |                            |
     +----------------+---------------------------+----------------------------+
-    | ``ptarg``      | ``1.0 / (5 + sqrt(lambda_)| Target success rate.        |
+    | ``ptarg``      | ``1.0 / (5 + sqrt(lambda_)| Target success rate.       |
     |                | / 2.0)``                  |                            |
     +----------------+---------------------------+----------------------------+
     | ``cp``         | ``ptarg * lambda_ / (2.0 +| Step size learning rate.   |
@@ -240,7 +240,7 @@ class StrategyOnePlusLambda(object):
     +----------------+---------------------------+----------------------------+
 
     .. [Igel2007] Igel, Hansen, Roth, 2007. Covariance matrix adaptation for
-    multi-objective optimization. *Evolutionary Computation* Spring;15(1):1-28
+       multi-objective optimization. *Evolutionary Computation* Spring;15(1):1-28
 
     """
     def __init__(self, parent, sigma, **kargs):
@@ -346,7 +346,7 @@ class StrategyMultiObjective(object):
     +================+===========================+============================+
     | ``d``          | ``1.0 + N / 2.0``         | Damping for step-size.     |
     +----------------+---------------------------+----------------------------+
-    | ``ptarg``      | ``1.0 / (5 + 1.0 / 2.0)`` | Target success rate.        |
+    | ``ptarg``      | ``1.0 / (5 + 1.0 / 2.0)`` | Target success rate.       |
     +----------------+---------------------------+----------------------------+
     | ``cp``         | ``ptarg / (2.0 + ptarg)`` | Step size learning rate.   |
     +----------------+---------------------------+----------------------------+

diff --git a/doc/conf.py b/doc/conf.py
@@ -35,8 +35,7 @@
 except ImportError:
     pass
 else:
-    extensions += ['matplotlib.sphinxext.only_directives',
-                   'matplotlib.sphinxext.plot_directive']
+    extensions += ['matplotlib.sphinxext.plot_directive']
 
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ['_templates']