Request 1: imshow should have separate rcParams for removing ticks and grid.
The image key should take additional parameters, so that x and y ticks are not present by default, and the grid is not overlaid by default if axes.grid is True. For example image.axis: False would be ideal. To me, it quite reasonable to want axes.grid: True as the default for numerical plots as well a separate default for imshow since they have very different use cases.
Here is an example:
import matplotlib
matplotlib.rcdefaults()
matplotlib.use('qt4agg') # or whatever
matplotlib.rcParams['axes.grid'] = True
matplotlib.rcParams['axes.axisbelow'] = True
matplotlib.rcParams['grid.linestyle'] = '--'
matplotlib.rcParams['grid.color'] = 'red'
matplotlib.rcParams['grid.linewidth'] = 2.0
import matplotlib.pyplot as plt
from numpy import zeros,cos,linspace
x = linspace(0,6.28,100)
fig = plt.figure(figsize=(12,6))
ax1 = fig.add_subplot(121)
ax1.plot(x,cos(x+2*cos(2*x)),lw=3)
ax1.set_title('Ticks and grid are a nice\ndefault for numerical plots.')
ax2 = fig.add_subplot(122)
ax2.imshow(zeros((100,100)), cmap=plt.cm.gray)
ax2.set_title('Ticks and grid are not a nice\ndefault for image plots.')
plt.show()
Request 2: Fix inconsistent rcParams behavior with regard to plots that add patches.
Some plots that use patches follow the axes.prop_cycle, while others do not. For example hist obeys both axes.prop_cycle and patch.edgecolor, but ignores patch.facecolor (even if axes.prop_cycle is not set); however, violinplot ignores everything except patch.edgecolor, which is not apparent due to the default alpha setting for violinplot (why is this default??). Here is an example:
import matplotlib
from cycler import cycler
matplotlib.rcdefaults()
matplotlib.use('qt4agg')
matplotlib.rcParams['axes.prop_cycle'] = cycler('color', ['pink','purple','salmon'])
matplotlib.rcParams['patch.facecolor'] = 'pink'
matplotlib.rcParams['patch.edgecolor'] = 'blue'
import matplotlib.pyplot as plt
from numpy.random import randn
fig = plt.figure(figsize=(12,6))
X = randn(100)
ax = fig.add_subplot(121)
for i in range(3):
ax.hist(X+2*i)
ax = fig.add_subplot(122)
for i in range(3):
ax.violinplot(X+2*i)
plt.show()
Request 1:
imshowshould have separatercParamsfor removing ticks and grid.The
imagekey should take additional parameters, so that x and y ticks are not present by default, and the grid is not overlaid by default ifaxes.gridisTrue. For exampleimage.axis: Falsewould be ideal. To me, it quite reasonable to wantaxes.grid: Trueas the default for numerical plots as well a separate default forimshowsince they have very different use cases.Here is an example:
Request 2: Fix inconsistent
rcParamsbehavior with regard to plots that add patches.Some plots that use patches follow the
axes.prop_cycle, while others do not. For examplehistobeys bothaxes.prop_cycleandpatch.edgecolor, but ignorespatch.facecolor(even ifaxes.prop_cycleis not set); however,violinplotignores everything exceptpatch.edgecolor, which is not apparent due to the defaultalphasetting forviolinplot(why is this default??). Here is an example: