def plot_distance_landscape_projection(self,
x_axis,
y_axis,
ax=None,
*args,
**kwargs):
"""
Plots the distance landscape jointly-generated from all the results
:param x_axis: symbol to plot on x axis
:param y_axis: symbol to plot on y axis
:param ax: axis object to plot onto
:param args: arguments to pass to :func:`matplotlib.pyplot.contourf`
:param kwargs: keyword arguments to pass to :func:`matplotlib.pyplot.contourf`
:return:
"""
# Gather all x, y, z's to plot first as this would make the gradient landscape better
x_all, y_all, z_all = [], [], []
for result in self.results:
x, y, z = result.distance_landscape_as_3d_data(x_axis, y_axis)
x_all.extend(x)
y_all.extend(y)
z_all.extend(z)
# Now plot the contour for x_all, y_all and z_all
plot_contour(x_all,
y_all,
z_all,
x_axis,
y_axis,
ax=ax,
*args,
**kwargs)
def plot_distance_landscape_projection(self, x_axis, y_axis, ax=None, *args, **kwargs):
"""
Plots the projection of distance landscape (if it was returned), onto the
parameters specified
:param x_axis: symbol to plot on x axis
:param y_axis: symbol to plot on y axis
:param ax: axis object to plot onto
:param args: arguments to pass to :func:`matplotlib.pyplot.contourf`
:param kwargs: keyword arguments to pass to :func:`matplotlib.pyplot.contourf`
:return:
"""
x, y, z = self.distance_landscape_as_3d_data(x_axis, y_axis)
plot_contour(x, y, z, x_axis, y_axis, ax=ax, *args, **kwargs)
def plot_distance_landscape_projection(self,
x_axis,
y_axis,
ax=None,
*args,
**kwargs):
"""
Plots the projection of distance landscape (if it was returned), onto the
parameters specified
:param x_axis: symbol to plot on x axis
:param y_axis: symbol to plot on y axis
:param ax: axis object to plot onto
:param args: arguments to pass to :func:`matplotlib.pyplot.contourf`
:param kwargs: keyword arguments to pass to :func:`matplotlib.pyplot.contourf`
:return:
"""
x, y, z = self.distance_landscape_as_3d_data(x_axis, y_axis)
plot_contour(x, y, z, x_axis, y_axis, ax=ax, *args, **kwargs)
def plot_distance_landscape_projection(self, x_axis, y_axis, ax=None, *args, **kwargs):
"""
Plots the distance landscape jointly-generated from all the results
:param x_axis: symbol to plot on x axis
:param y_axis: symbol to plot on y axis
:param ax: axis object to plot onto
:param args: arguments to pass to :func:`matplotlib.pyplot.contourf`
:param kwargs: keyword arguments to pass to :func:`matplotlib.pyplot.contourf`
:return:
"""
# Gather all x, y, z's to plot first as this would make the gradient landscape better
x_all, y_all, z_all = [], [], []
for result in self.results:
x, y, z = result.distance_landscape_as_3d_data(x_axis, y_axis)
x_all.extend(x)
y_all.extend(y)
z_all.extend(z)
# Now plot the contour for x_all, y_all and z_all
plot_contour(x_all, y_all, z_all, x_axis, y_axis, ax=ax, *args, **kwargs)