2026-03-13: Finished the list of all params

src/manchot_plot/manchot_plot.py

@@ -1,5 +1,5 @@
 #!/usr/bin/env python
-#[TLP:AMBER] LIMITED DISTRIBUTION: WORK IN PROGRESS
+#[TLP:CLEAR] UNLIMITED DISTRIBUTION
 """
 manchot_plot.py
 
@@ -52,13 +52,20 @@ class ManchotRC:
         self.n_cols = 1
         self.aspect = 3/2
 
+        self.page_linewidth = (self.paper[0] - self.margin_left - self.margin_right)
+        self.page_textwidth = self.page_linewidth/self.n_cols - self.margin_cols*(self.n_cols - 1)
         # Global parameters
         self.linewidth = 2
         self.markersize = 3
+        self.pad = 3.5
+        self.joinstyle = "round"
+
+
+        self.fig_x = self.page_textwidth
+        self.fig_y = self.fig_x / self.aspect
 
         # Colours
         self.colour_fg = "#000000"
-        self.colour_mg = "#7F7F7F"
         self.colour_bg = "#FFFFFF"
         self.colours = [c.signal_blue, 
                         c.signal_orange, 
@@ -69,19 +76,34 @@ class ManchotRC:
                         c.signal_pink,
                         c.signal_grey]
 
+        self.colour_fg_rgb = np.array(mpl.colors.to_rgb(self.colour_fg))
+        self.colour_bg_rgb = np.array(mpl.colors.to_rgb(self.colour_bg))
+
+        self.colour_mg_rgb = np.mean([self.colour_fg_rgb, self.colour_bg_rgb], 
+                                     axis=0)
+        self.colour_mg = mpl.colors.to_hex(self.colour_mg_rgb)
+
+        self.colour_mbg_rgb = np.mean([self.colour_mg_rgb, self.colour_bg_rgb],
+                                      axis=0)
+        self.colour_mbg = mpl.colors.to_hex(self.colour_mbg_rgb)
+
+        self.colour_mfg_rgb = np.mean([self.colour_mg_rgb, self.colour_fg_rgb],
+                                      axis=0)
+        self.colour_mfg = mpl.colors.to_hex(self.colour_mfg_rgb)
+
         # Lines
         self.lines_linewidth = self.linewidth
         self.lines_markersize = self.markersize
         self.lines_linestyle = "-"
         self.lines_marker = ""
         self.lines_markeredgewidth = self.linewidth/2
-        self.lines_dash_joinstyle = "round"
+        self.lines_dash_joinstyle = self.joinstyle
-        self.lines_dash_capstyle = "round"
+        self.lines_dash_capstyle = self.joinstyle
-        self.lines_solid_joinstyle = "round"
+        self.lines_solid_joinstyle = self.joinstyle
-        self.lines_solid_capstyle = "round"
+        self.lines_solid_capstyle = self.joinstyle
         self.lines_color = self.colours[0]
         self.lines_markerfacecolor = "auto"
-        self.lines_markeredgecolor = "auto"
+        self.lines_markeredgecolor = self.lines_markerfacecolor
 
         # Patches
         self.patch_linewidth = self.linewidth
@@ -184,11 +206,11 @@ class ManchotRC:
         self.axes_titley = None
         self.axes_titlesize = "medium"
         self.axes_titleweight = "normal"
-        self.axes_titlepad = 6.0
+        self.axes_titlepad = self.pad
         self.axes_labelsize = "medium"
         self.axes_labelweight = "normal"
-        self.axes_labelpad = 4.0
+        self.axes_labelpad = self.pad
-        self.axes_axisbelow = "line"
+        self.axes_axisbelow = True
         self.axes_facecolor = self.colour_bg
         self.axes_edgecolor = self.colour_fg
         self.axes_titlecolor = self.axes_edgecolor
@@ -216,26 +238,155 @@ class ManchotRC:
 
         self.axes3d_grid = True
         self.axes3d_automargin = False
-        self.axes3d_xaxis_panecolor = (0.95,0.95,0.95,0.5)
+        self.axes3d_xaxis_panecolor = np.concatenate([self.colour_mg_rgb, [0.05]])
-        self.axes3d_yaxis_panecolor = (0.90,0.90,0.90,0.5)
+        self.axes3d_yaxis_panecolor = np.concatenate([self.colour_mg_rgb, [0.10]])
-        self.axes3d_zaxis_panecolor = (0.925,0.925,0.925,0.5)
+        self.axes3d_zaxis_panecolor = np.concatenate([self.colour_mg_rgb, [0.15]])
-        self.axes3d_mouserotationstyle = "arcball"
+        self.axes3d_mouserotationstyle = "trackball"
         self.axes3d_trackballsize = 0.667
         self.axes3d_trackballborder = 0.2
         
+        # Axis
+        self.xaxis_labellocation = "center"
+        self.yaxis_labellocation = "center"
 
+        # Dates
+        self.date_autoformatter_year = "%Y"
+        self.date_autoformatter_month = "%Y-%m"
+        self.date_autoformatter_day = "%Y-%m-%d"
+        self.date_autoformatter_hour = "%m-%d%H"
+        self.date_autoformatter_minute = "%d%H:%M"
+        self.date_autoformatter_second = "%H:%M:%S"
+        self.date_autoformatter_microsecond = "%M:%S.%f"
+        self.date_converter = "auto"
+        self.date_interval_multiples = True
 
-        # XXX START BACK HERE
+        # Ticks
+        self.xtick_top = True
+        self.xtick_bottom = True
+        self.xtick_labeltop = False
+        self.xtick_labelbottom = True
+        self.xtick_major_size = self.linewidth*2
+        self.xtick_minor_size = self.xtick_major_size/2
+        self.xtick_major_width = self.linewidth/2
+        self.xtick_minor_width = self.xtick_major_width
+        self.xtick_major_pad = self.pad
+        self.xtick_minor_pad = self.pad
+        self.xtick_color = self.colour_fg
+        self.xtick_labelcolor = self.xtick_color
+        self.xtick_labelsize = "medium"
+        self.xtick_direction = "in"
+        self.xtick_minor_visible = False
+        self.xtick_major_top = True
+        self.xtick_major_bottom = True
+        self.xtick_minor_top = True
+        self.xtick_minor_bottom = True
+        self.xtick_minor_ndivs = "auto"
+        self.xtick_alignment = "center"
 
+        self.ytick_left = self.xtick_bottom
+        self.ytick_right = self.xtick_top
+        self.ytick_labelleft = self.xtick_labelbottom
+        self.ytick_labelright = self.xtick_labeltop
+        self.ytick_major_size = self.xtick_major_size
+        self.ytick_minor_size = self.xtick_minor_size
+        self.ytick_major_width = self.xtick_major_width
+        self.ytick_minor_width = self.xtick_minor_width
+        self.ytick_major_pad = self.xtick_major_pad
+        self.ytick_minor_pad = self.xtick_minor_pad
+        self.ytick_color = self.xtick_color
+        self.ytick_labelcolor = self.xtick_labelcolor
+        self.ytick_labelsize = self.xtick_labelsize
+        self.ytick_direction = self.xtick_direction
+        self.ytick_minor_visible = self.xtick_minor_visible
+        self.ytick_major_left = self.xtick_major_bottom
+        self.ytick_major_right = self.xtick_major_top
+        self.ytick_minor_left = self.xtick_minor_bottom
+        self.ytick_minor_right = self.xtick_minor_top
+        self.ytick_minor_ndivs = self.xtick_minor_ndivs
+        self.ytick_alignment = "center_baseline"
+
+        # Grids
+        self.grid_color = self.colour_mbg
+        self.grid_linestyle = ":"
+        self.grid_linewidth = self.linewidth/2
+        self.grid_alpha = 1
+
+        # Legend
+        self.legend_loc = "best"
+        self.legend_frameon = True
+        self.legend_framealpha = 0.8
+        self.legend_facecolor = self.colour_bg
+        self.legend_edgecolor = self.colour_mbg
+        self.legend_fancybox = True
+        self.legend_shadow = False
+        self.legend_numpoints = 1
+        self.legend_scatterpoints = 1
+        self.legend_markerscale = 1.0
+        self.legend_fontsize = "medium"
+        self.legend_labelcolor = self.colour_fg
+        self.legend_title_fontsize = None
+
+        self.legend_borderpad = 0.4
+        self.legend_labelspacing = 0.5
+        self.legend_handlelength = 2.0
+        self.legend_handleheight = 0.7
+        self.legend_handletextpad = 0.8
+        self.legend_borderaxespad = 0.5
+        self.legend_columnspacing = 2.0
 
         # Figure
+        self.figure_titlesize = "medium"
+        self.figure_titleweight = "normal"
+        self.figure_labelsize = "medium"
+        self.figure_labelweight = "normal"
+
+        self.figure_figsize = self.fig_x, self.fig_y
         self.figure_dpi = 150
+        self.figure_facecolor = self.colour_bg
+        self.figure_edgecolor = self.colour_bg
+        self.figure_frameon = True
+        self.figure_subplot_left = 0.125
+        self.figure_subplot_right = 0.9
+        self.figure_subplot_bottom = 0.11
+        self.figure_subplot_top = 0.88
+        self.figure_subplot_wspace = 0.2
+        self.figure_subplot_hspace = 0.2
+        self.figure_autolayout = False
+        self.figure_constrained_layout_use = True
+        self.figure_constrained_layout_h_pad = 0.04
+        self.figure_constrained_layout_w_pad = 0.04
+        self.figure_constrained_layout_hspace = 0.02
+        self.figure_constrained_layout_wspace = 0.02
+
+        # Images
+        self.image_aspect = "equal"
+        self.image_interpolation = "auto"
+        self.image_interpolation_stage = "auto"
+        self.image_cmap = "viridis"
+        self.image_lut = 256
+        self.image_origin = "upper"
+        self.image_resample = True
+        self.image_composite_image = True
+
+        # Contour, error bar, histogram and scatter
+        self.contour_negative_linestyle = "dashed"
+        self.contour_corner_mask = True
+        self.contour_linewidth = self.linewidth
+        self.contour_algorithm = "mpl2014"
+        self.errorbar_capsize = self.markersize
+        self.hist_bins = 10
+        self.scatter_marker = "o"
+        self.scatter_edgecolors = "face"
+
+        # Savefig
         self.savefig_dpi = 300
+        self.savefig_facecolor = "auto"
+        self.savefig_edgecolor = "auto"
+        self.savefig_format = "pdf"
+        self.savefig_bbox = "standard"
+        self.savefig_pad_inches = 0
         self.savefig_transparent = True
 
-
-
-
         # Compute
         self._compute()
         return None
@@ -352,12 +503,6 @@ class ManchotRC:
 
         self.context["axes.prop_cycle"] = self.axes_prop_cycle
 
-        # Figure
-        self.context["figure.figsize"] = (figsize_x, figsize_y)
-        self.context["figure.dpi"] = self.figure_dpi
-
-        self.context["savefig.dpi"] = self.savefig_dpi
-        self.context["savefig.transparent"] = self.savefig_transparent
 
         # Axes
         self.context["axes.formatter.limits"] = self.axes_formatter_limits
@@ -387,20 +532,163 @@ class ManchotRC:
         self.context["axes3d.mouserotationstyle"] = self.axes3d_mouserotationstyle
         self.context["axes3d.trackballsize"] = self.axes3d_trackballsize
         self.context["axes3d.trackballborder"] = self.axes3d_trackballborder
+
+        # Axis
+        self.context["xaxis.labellocation"] = self.xaxis_labellocation
+        self.context["yaxis.labellocation"] = self.yaxis_labellocation
+
+        # Dates
+        self.context["date.autoformatter.year"] = self.date_autoformatter_year 
+        self.context["date.autoformatter.month"] = self.date_autoformatter_month 
+        self.context["date.autoformatter.day"] = self.date_autoformatter_day 
+        self.context["date.autoformatter.hour"] = self.date_autoformatter_hour 
+        self.context["date.autoformatter.minute"] = self.date_autoformatter_minute 
+        self.context["date.autoformatter.second"] = self.date_autoformatter_second 
+        self.context["date.autoformatter.microsecond"] = self.date_autoformatter_microsecond 
+        self.context["date.converter"] = self.date_converter 
+        self.context["date.interval_multiples"] = self.date_interval_multiples 
+        
+        # Ticks
+        self.context["xtick.top"] = self.xtick_top
+        self.context["xtick.bottom"] = self.xtick_bottom
+        self.context["xtick.labeltop"] = self.xtick_labeltop
+        self.context["xtick.labelbottom"] = self.xtick_labelbottom
+        self.context["xtick.major.size"] = self.xtick_major_size
+        self.context["xtick.minor.size"] = self.xtick_minor_size
+        self.context["xtick.major.width"] = self.xtick_major_width
+        self.context["xtick.minor.width"] = self.xtick_minor_width
+        self.context["xtick.major.pad"] = self.xtick_major_pad
+        self.context["xtick.minor.pad"] = self.xtick_minor_pad
+        self.context["xtick.color"] = self.xtick_color
+        self.context["xtick.labelcolor"] = self.xtick_labelcolor
+        self.context["xtick.labelsize"] = self.xtick_labelsize
+        self.context["xtick.direction"] = self.xtick_direction
+        self.context["xtick.minor.visible"] = self.xtick_minor_visible
+        self.context["xtick.major.top"] = self.xtick_major_top
+        self.context["xtick.major.bottom"] = self.xtick_major_bottom
+        self.context["xtick.minor.top"] = self.xtick_minor_top
+        self.context["xtick.minor.bottom"] = self.xtick_minor_bottom
+        self.context["xtick.minor.ndivs"] = self.xtick_minor_ndivs
+        self.context["xtick.alignment"] = self.xtick_alignment
+                      
+        self.context["ytick.left"] = self.ytick_left
+        self.context["ytick.right"] = self.ytick_right
+        self.context["ytick.labelleft"] = self.ytick_labelleft
+        self.context["ytick.labelright"] = self.ytick_labelright
+        self.context["ytick.major.size"] = self.ytick_major_size
+        self.context["ytick.minor.size"] = self.ytick_minor_size
+        self.context["ytick.major.width"] = self.ytick_major_width
+        self.context["ytick.minor.width"] = self.ytick_minor_width
+        self.context["ytick.major.pad"] = self.ytick_major_pad
+        self.context["ytick.minor.pad"] = self.ytick_minor_pad
+        self.context["ytick.color"] = self.ytick_color
+        self.context["ytick.labelcolor"] = self.ytick_labelcolor
+        self.context["ytick.labelsize"] = self.ytick_labelsize
+        self.context["ytick.direction"] = self.ytick_direction
+        self.context["ytick.minor.visible"] = self.ytick_minor_visible
+        self.context["ytick.major.left"] = self.ytick_major_left
+        self.context["ytick.major.right"] = self.ytick_major_right
+        self.context["ytick.minor.left"] = self.ytick_minor_left
+        self.context["ytick.minor.right"] = self.ytick_minor_right
+        self.context["ytick.minor.ndivs"] = self.ytick_minor_ndivs
+        self.context["ytick.alignment"] = self.ytick_alignment
+        
+        # Grid
+        self.context["grid.color"] = self.grid_color
+        self.context["grid.linestyle"] = self.grid_linestyle
+        self.context["grid.linewidth"] = self.grid_linewidth
+        self.context["grid.alpha"] = self.grid_alpha
+
+        # Legend
+        self.context["legend.loc"] = self.legend_loc
+        self.context["legend.frameon"] = self.legend_frameon
+        self.context["legend.framealpha"] = self.legend_framealpha
+        self.context["legend.facecolor"] = self.legend_facecolor
+        self.context["legend.edgecolor"] = self.legend_edgecolor
+        self.context["legend.fancybox"] = self.legend_fancybox
+        self.context["legend.shadow"] = self.legend_shadow
+        self.context["legend.numpoints"] = self.legend_numpoints
+        self.context["legend.scatterpoints"] = self.legend_scatterpoints
+        self.context["legend.markerscale"] = self.legend_markerscale
+        self.context["legend.fontsize"] = self.legend_fontsize
+        self.context["legend.labelcolor"] = self.legend_labelcolor
+        self.context["legend.title_fontsize"] = self.legend_title_fontsize
+        self.context["legend.borderpad"] = self.legend_borderpad
+        self.context["legend.labelspacing"] = self.legend_labelspacing
+        self.context["legend.handlelength"] = self.legend_handlelength
+        self.context["legend.handleheight"] = self.legend_handleheight
+        self.context["legend.handletextpad"] = self.legend_handletextpad
+        self.context["legend.borderaxespad"] = self.legend_borderaxespad
+        self.context["legend.columnspacing"] = self.legend_columnspacing
+
+        # Figure
+        self.context["figure.titlesize"] = self.figure_titlesize
+        self.context["figure.titleweight"] = self.figure_titleweight
+        self.context["figure.labelsize"] = self.figure_labelsize
+        self.context["figure.labelweight"] = self.figure_labelweight
+        self.context["figure.figsize"] = self.figure_figsize
+        self.context["figure.dpi"] = self.figure_dpi
+        self.context["figure.facecolor"] = self.figure_facecolor
+        self.context["figure.edgecolor"] = self.figure_edgecolor
+        self.context["figure.frameon"] = self.figure_frameon
+        self.context["figure.subplot.left"] = self.figure_subplot_left
+        self.context["figure.subplot.right"] = self.figure_subplot_right
+        self.context["figure.subplot.bottom"] = self.figure_subplot_bottom
+        self.context["figure.subplot.top"] = self.figure_subplot_top
+        self.context["figure.subplot.wspace"] = self.figure_subplot_wspace
+        self.context["figure.subplot.hspace"] = self.figure_subplot_hspace
+        self.context["figure.autolayout"] = self.figure_autolayout
+        self.context["figure.constrained_layout.use"] = self.figure_constrained_layout_use
+        self.context["figure.constrained_layout.h_pad"] = self.figure_constrained_layout_h_pad
+        self.context["figure.constrained_layout.w_pad"] = self.figure_constrained_layout_w_pad
+        self.context["figure.constrained_layout.hspace"] = self.figure_constrained_layout_hspace
+        self.context["figure.constrained_layout.wspace"] = self.figure_constrained_layout_wspace
+        
+        # Images
+        self.context["image.aspect"] = self.image_aspect
+        self.context["image.interpolation"] = self.image_interpolation
+        self.context["image.interpolation_stage"] = self.image_interpolation_stage
+        self.context["image.cmap"] = self.image_cmap
+        self.context["image.lut"] = self.image_lut
+        self.context["image.origin"] = self.image_origin
+        self.context["image.resample"] = self.image_resample
+        self.context["image.composite_image"] = self.image_composite_image
+
+        # Contour, error bar, histogram and scatter
+        self.context["contour.negative_linestyle"] = self.contour_negative_linestyle
+        self.context["contour.corner_mask"] = self.contour_corner_mask
+        self.context["contour.linewidth"] = self.contour_linewidth
+        self.context["contour.algorithm"] = self.contour_algorithm
+        self.context["errorbar.capsize"] = self.errorbar_capsize
+        self.context["hist.bins"] = self.hist_bins
+        self.context["scatter.marker"] = self.scatter_marker
+        self.context["scatter.edgecolors"] = self.scatter_edgecolors
+
+        # Savefig
+        self.context["savefig.dpi"] = self.savefig_dpi
+        self.context["savefig.facecolor"] = self.savefig_facecolor
+        self.context["savefig.edgecolor"] = self.savefig_edgecolor
+        self.context["savefig.format"] = self.savefig_format
+        self.context["savefig.bbox"] = self.savefig_bbox
+        self.context["savefig.pad_inches"] = self.savefig_pad_inches
+        self.context["savefig.transparent"] = self.savefig_transparent
         return None
 
+from mpl_toolkits.mplot3d import axes3d
         
 if __name__ == "__main__":
     rc = ManchotRC()
 
     with plt.style.context(rc.context):
         fig, axs = plt.subplots(1, 3)
-        axs[0].plot([0,1,2,3,4], [2,1,4,3,6])
+        fig.suptitle("Default plot")
-        axs[0].plot([0,1,2,3,4], [4,3,1,2,4], "--")
+        axs[0].plot([0,1,2,3,4], [2,1,4,3,6], label="curve 1")
+        axs[0].plot([0,1,2,3,4], [4,3,1,2,4], "o--", label="curve 2")
 
         axs[0].set_title("Lorem")
         axs[0].set_xlabel("$x~\\mathrm{[cm]}$")
         axs[0].set_ylabel("$y~\\mathrm{[cm]}$")
+        axs[0].legend()
 
         axs[1].scatter([0,1,2,3,4], [2,1,4,3,6])
         axs[1].scatter([0,1,2,3,4], [4,3,1,2,4], s=[1,2,3,4,6])
@@ -418,5 +706,23 @@ if __name__ == "__main__":
                         [2,6,5,6,6,4,5,6,7,5,4,5,2]])
         axs[2].set_xlabel("Value")
         axs[2].set_ylabel("Number")
-    fig.tight_layout() # NOTE: Temporary
+
+        fig = plt.figure()
+        ax = fig.add_subplot(projection="3d")
+
+        X, Y, Z = axes3d.get_test_data(0.05)
+
+        # Plot the 3D surface
+        ax.plot_surface(X, Y, Z, edgecolor='C0', lw=0.5, rstride=8, cstride=8,
+                        alpha=0.3)
+
+        # Plot projections of the contours for each dimension.  By choosing offsets
+        # that match the appropriate axes limits, the projected contours will sit on
+        # the 'walls' of the graph.
+        ax.contour(X, Y, Z, zdir='z', offset=-100)
+        ax.contour(X, Y, Z, zdir='x', offset=-40)
+        ax.contour(X, Y, Z, zdir='y', offset=40)
+
+        ax.set(xlim=(-40, 40), ylim=(-40, 40), zlim=(-100, 100),
+               xlabel='X', ylabel='Y', zlabel='Z')
     plt.show()

ç

@@ -0,0 +1,730 @@
+#!/usr/bin/env python
+#[TLP:CLEAR] UNLIMITED DISTRIBUTION
+"""
+manchot_plot.py
+
+@ Author: Moussouni, Yaël (PhD student; yael.moussouni@astro.unistra.fr)
+@ Institution:  Université de Strasbourg, CNRS, Observatoire astronomique
+                de Strasbourg, UMR 7550, F-67000 Strasbourg, France
+@ Date: 2025-11-21
+
+Licence:
+Python Matplotlib Style
+Copyright (C) 2026 Yaël Moussouni (yael.moussouni@astro.unistra.fr)
+
+manchot_plot.py
+Copyright (C) 2026 Yaël Moussouni (yael.moussouni@astro.unistra.fr)
+
+This program is free software: you can redistribute it and/or modify 
+it under the terms of the GNU General Public License as published by 
+the Free Software Foundation; either version 3 of the License, or 
+(at your option) any later version.
+
+This program is distributed in the hope that it will be useful, 
+but WITHOUT ANY WARRANTY; without even the implied warranty of 
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 
+GNU General Public License for more details.
+
+You should have received a copy of the GNU General Public License 
+along with this program. If not, see www.gnu.org/licenses/.
+"""
+import os 
+
+import matplotlib as mpl
+import numpy as np
+import colours as c
+
+import matplotlib.pyplot as plt
+
+from cycler import cycler
+
+cm = 0.3937 # in/cm
+
+class ManchotRC:
+    def __init__(self):
+        self.context = {}
+
+        # Paper
+        self.paper = (21*cm, 29.7*cm)
+        self.margin_left = 3*cm
+        self.margin_right = 3*cm
+        self.margin_cols = 0*cm
+        self.n_cols = 1
+        self.aspect = 3/2
+
+        self.page_linewidth = (self.paper[0] - self.margin_left - self.margin_right)
+        self.page_textwidth = self.page_linewidth/self.n_cols - self.margin_cols*(self.n_cols - 1)
+        # Global parameters
+        self.linewidth = 2
+        self.markersize = 3
+        self.pad = 3.5
+        self.joinstyle = "round"
+
+
+        self.fig_x = self.page_textwidth
+        self.fig_y = self.fig_x / self.aspect
+
+        # Colours
+        self.colour_fg = "#000000"
+        self.colour_bg = "#FFFFFF"
+        self.colours = [c.signal_blue, 
+                        c.signal_orange, 
+                        c.signal_green,
+                        c.signal_red,
+                        c.signal_violet,
+                        c.signal_brown,
+                        c.signal_pink,
+                        c.signal_grey]
+
+        self.colour_fg_rgb = np.array(mpl.colors.to_rgb(self.colour_fg))
+        self.colour_bg_rgb = np.array(mpl.colors.to_rgb(self.colour_bg))
+
+        self.colour_mg_rgb = np.mean([self.colour_fg_rgb, self.colour_bg_rgb], 
+                                     axis=0)
+        self.colour_mg = mpl.colors.to_hex(self.colour_mg_rgb)
+
+        self.colour_mbg_rgb = np.mean([self.colour_mg_rgb, self.colour_bg_rgb],
+                                      axis=0)
+        self.colour_mbg = mpl.colors.to_hex(self.colour_mbg_rgb)
+
+        self.colour_mfg_rgb = np.mean([self.colour_mg_rgb, self.colour_fg_rgb],
+                                      axis=0)
+        self.colour_mfg = mpl.colors.to_hex(self.colour_mfg_rgb)
+
+        # Lines
+        self.lines_linewidth = self.linewidth
+        self.lines_markersize = self.markersize
+        self.lines_linestyle = "-"
+        self.lines_marker = ""
+        self.lines_markeredgewidth = self.linewidth/2
+        self.lines_dash_joinstyle = self.joinstyle
+        self.lines_dash_capstyle = self.joinstyle
+        self.lines_solid_joinstyle = self.joinstyle
+        self.lines_solid_capstyle = self.joinstyle
+        self.lines_color = self.colours[0]
+        self.lines_markerfacecolor = "auto"
+        self.lines_markeredgecolor = self.lines_markerfacecolor
+
+        # Patches
+        self.patch_linewidth = self.linewidth
+        self.patch_force_edgecolor = False
+        self.patch_facecolor = self.colours[0]
+        self.patch_edgecolor = self.colour_fg
+
+        # Hatches
+        self.hatch_linewidth = self.linewidth/2
+        self.hatch_color = self.colour_fg
+
+        # Boxplots
+        self.boxplot_notch = False
+        self.boxplot_vertical = True
+        self.boxplot_whiskers = 1.5
+        self.boxplot_bootstrap = None
+        self.boxplot_patchartist = False
+        self.boxplot_showmeans = True
+        self.boxplot_showcaps = True
+        self.boxplot_showbox = True
+        self.boxplot_showfliers = True
+        self.boxplot_meanline = True
+
+        self.boxplot_flierprops_marker = "x"
+        self.boxplot_flierprops_markeredgewidth = self.linewidth/2
+        self.boxplot_flierprops_markersize = self.markersize
+        self.boxplot_flierprops_linestyle = ""
+        self.boxplot_flierprops_linewidth = self.linewidth
+
+        self.boxplot_boxprops_linewidth = self.linewidth
+        self.boxplot_boxprops_linestyle = "-"
+
+        self.boxplot_whiskerprops_linewidth = self.boxplot_boxprops_linewidth
+        self.boxplot_whiskerprops_linestyle = self.boxplot_boxprops_linestyle
+
+        self.boxplot_capprops_linewidth = self.boxplot_boxprops_linewidth
+        self.boxplot_capprops_linestyle = self.boxplot_boxprops_linestyle
+
+        self.boxplot_medianprops_linewidth = self.boxplot_boxprops_linewidth
+        self.boxplot_medianprops_linestyle = self.boxplot_boxprops_linestyle
+        
+        self.boxplot_meanprops_marker = "+"
+        self.boxplot_meanprops_markersize = self.markersize
+        self.boxplot_meanprops_linestyle = self.boxplot_boxprops_linestyle
+        self.boxplot_meanprops_linewidth = self.boxplot_boxprops_linewidth
+
+        self.boxplot_flierprops_color = self.colour_mg
+        self.boxplot_flierprops_markerfacecolor = self.colour_fg
+        self.boxplot_flierprops_markeredgecolor = self.colour_fg
+        self.boxplot_boxprops_color = self.colour_fg
+        self.boxplot_whiskerprops_color = self.boxplot_boxprops_color
+        self.boxplot_capprops_color = self.boxplot_boxprops_color
+        self.boxplot_medianprops_color = self.colours[1]
+        self.boxplot_meanprops_color = self.colours[2]
+        self.boxplot_meanprops_markerfacecolor = self.boxplot_meanprops_color
+        self.boxplot_meanprops_markeredgecolor = self.boxplot_meanprops_color
+
+        # Font
+        font_list = mpl.font_manager.get_font_names()
+        if "Latin Modern Roman" in font_list :
+            self.font_family = "Latin Modern Roman" 
+        elif "Computer Modern Roman" in font_list:
+            self.font_family = "Computer Modern Roman"
+        elif "Times" in font_list:
+            self.font_family = "Computer Modern Roman"
+        else:
+            self.font_family = "serif"
+        self.font_style = "normal"
+        self.font_variant = "normal"
+        self.font_weight = "normal"
+        self.font_stretch = "normal"
+        self.font_size = 10
+
+        self.font_serif = ["Computer Modern Roman",
+                           "Latin Modern Roman",
+                           "Times",
+                           "serif"]
+        self.font_sans_serif = ["Computer Modern Sans Serif",
+                                "Latin Modern Sans",
+                                "Helvetica",
+                                "Arial",
+                                "sans-serif"]
+        self.font_monospace = ["Computer Modern Typewriter",
+                               "Latin Modern Mono",
+                               "Courier",
+                               "monospace"]
+
+        # Text / LaTeX
+        self.text_usetex = False
+        self.latex_preamble = ""
+        self.mathtext_fontset = "cm"
+        self.text_color = self.colour_fg
+
+        # Axes
+        self.axes_linewidth = self.linewidth/2
+        self.axes_grid = True
+        self.axes_grid_axis = "both"
+        self.axes_grid_which = "major"
+        self.axes_titlelocation = "center"
+        self.axes_titley = None
+        self.axes_titlesize = "medium"
+        self.axes_titleweight = "normal"
+        self.axes_titlepad = self.pad
+        self.axes_labelsize = "medium"
+        self.axes_labelweight = "normal"
+        self.axes_labelpad = self.pad
+        self.axes_axisbelow = True
+        self.axes_facecolor = self.colour_bg
+        self.axes_edgecolor = self.colour_fg
+        self.axes_titlecolor = self.axes_edgecolor
+        self.axes_labelcolor = self.axes_edgecolor
+        self.axes_prop_cycle = cycler(color=self.colours)
+
+        self.axes_formatter_limits = (-5, 6)
+        self.axes_formatter_use_locale = False
+        self.axes_formatter_use_mathtext = False
+        self.axes_formatter_min_exponent = 0
+        self.axes_formatter_useoffset = True
+        self.axes_formatter_offset_threshold = 4
+        self.axes_spines_left = True
+        self.axes_spines_bottom = True
+        self.axes_spines_top = True
+        self.axes_spines_right = True
+        self.axes_unicode_minus = True
+
+        self.axes_xmargin = 0.05
+        self.axes_ymargin = 0.05
+        self.axes_zmargin = 0.05
+        self.axes_autolimit_mode = "data"
+
+        self.polaraxes_grid = True
+
+        self.axes3d_grid = True
+        self.axes3d_automargin = False
+        self.axes3d_xaxis_panecolor = np.concatenate([self.colour_mg_rgb, [0.05]])
+        self.axes3d_yaxis_panecolor = np.concatenate([self.colour_mg_rgb, [0.10]])
+        self.axes3d_zaxis_panecolor = np.concatenate([self.colour_mg_rgb, [0.15]])
+        self.axes3d_mouserotationstyle = "trackball"
+        self.axes3d_trackballsize = 0.667
+        self.axes3d_trackballborder = 0.2
+        
+        # Axis
+        self.xaxis_labellocation = "center"
+        self.yaxis_labellocation = "center"
+
+        # Dates
+        self.date_autoformatter_year = "%Y"
+        self.date_autoformatter_month = "%Y-%m"
+        self.date_autoformatter_day = "%Y-%m-%d"
+        self.date_autoformatter_hour = "%m-%d%H"
+        self.date_autoformatter_minute = "%d%H:%M"
+        self.date_autoformatter_second = "%H:%M:%S"
+        self.date_autoformatter_microsecond = "%M:%S.%f"
+        self.date_converter = "auto"
+        self.date_interval_multiples = True
+
+        # Ticks
+        self.xtick_top = True
+        self.xtick_bottom = True
+        self.xtick_labeltop = False
+        self.xtick_labelbottom = True
+        self.xtick_major_size = self.linewidth*2
+        self.xtick_minor_size = self.xtick_major_size/2
+        self.xtick_major_width = self.linewidth/2
+        self.xtick_minor_width = self.xtick_major_width
+        self.xtick_major_pad = self.pad
+        self.xtick_minor_pad = self.pad
+        self.xtick_color = self.colour_fg
+        self.xtick_labelcolor = self.xtick_color
+        self.xtick_labelsize = "medium"
+        self.xtick_direction = "in"
+        self.xtick_minor_visible = False
+        self.xtick_major_top = True
+        self.xtick_major_bottom = True
+        self.xtick_minor_top = True
+        self.xtick_minor_bottom = True
+        self.xtick_minor_ndivs = "auto"
+        self.xtick_alignment = "center"
+
+        self.ytick_left = self.xtick_bottom
+        self.ytick_right = self.xtick_top
+        self.ytick_labelleft = self.xtick_labelbottom
+        self.ytick_labelright = self.xtick_labeltop
+        self.ytick_major_size = self.xtick_major_size
+        self.ytick_minor_size = self.xtick_minor_size
+        self.ytick_major_width = self.xtick_major_width
+        self.ytick_minor_width = self.xtick_minor_width
+        self.ytick_major_pad = self.xtick_major_pad
+        self.ytick_minor_pad = self.xtick_minor_pad
+        self.ytick_color = self.xtick_color
+        self.ytick_labelcolor = self.xtick_labelcolor
+        self.ytick_labelsize = self.xtick_labelsize
+        self.ytick_direction = self.xtick_direction
+        self.ytick_minor_visible = self.xtick_minor_visible
+        self.ytick_major_left = self.xtick_major_bottom
+        self.ytick_major_right = self.xtick_major_top
+        self.ytick_minor_left = self.xtick_minor_bottom
+        self.ytick_minor_right = self.xtick_minor_top
+        self.ytick_minor_ndivs = self.xtick_minor_ndivs
+        self.ytick_alignment = "center_baseline"
+
+        # Grids
+        self.grid_color = self.colour_mbg
+        self.grid_linestyle = ":"
+        self.grid_linewidth = self.linewidth/2
+        self.grid_alpha = 1
+
+        # Legend
+        self.legend_loc = "best"
+        self.legend_frameon = True
+        self.legend_framealpha = 0.8
+        self.legend_facecolor = self.colour_bg
+        self.legend_edgecolor = self.colour_mbg
+        self.legend_fancybox = True
+        self.legend_shadow = False
+        self.legend_numpoints = 1
+        self.legend_scatterpoints = 1
+        self.legend_markerscale = 1.0
+        self.legend_fontsize = "medium"
+        self.legend_labelcolor = self.colour_fg
+        self.legend_title_fontsize = None
+
+        self.legend_borderpad = 0.4
+        self.legend_labelspacing = 0.5
+        self.legend_handlelength = 2.0
+        self.legend_handleheight = 0.7
+        self.legend_handletextpad = 0.8
+        self.legend_borderaxespad = 0.5
+        self.legend_columnspacing = 2.0
+
+        # Figure
+        self.figure_titlesize = "medium"
+        self.figure_titleweight = "normal"
+        self.figure_labelsize = "medium"
+        self.figure_labelweight = "normal"
+
+        self.figure_figsize = self.fig_x, self.fig_y
+        self.figure_dpi = 150
+        self.figure_facecolor = self.colour_bg
+        self.figure_edgecolor = self.colour_bg
+        self.figure_frameon = True
+        self.figure_subplot_left = 0.125
+        self.figure_subplot_right = 0.9
+        self.figure_subplot_bottom = 0.11
+        self.figure_subplot_top = 0.88
+        self.figure_subplot_wspace = 0.2
+        self.figure_subplot_hspace = 0.2
+        self.figure_autolayout = False
+        self.figure_constrained_layout_use = True
+        self.figure_constrained_layout_h_pad = 0.04
+        self.figure_constrained_layout_w_pad = 0.04
+        self.figure_constrained_layout_hspace = 0.02
+        self.figure_constrained_layout_wspace = 0.02
+
+        # Images
+        self.image_aspect = "equal"
+        self.image_interpolation = "auto"
+        self.image_interpolation_stage = "auto"
+        self.image_cmap = "viridis"
+        self.image_lut = 256
+        self.image_origin = "upper"
+        self.image_resample = True
+        self.image_composite_image = True
+
+        # Contour, error bar, histogram and scatter
+        self.contour_negative_linestyle = "dashed"
+        self.contour_corner_mask = True
+        self.contour_linewidth = self.linewidth
+        self.contour_algorithm = "mpl2014"
+        self.errorbar_capsize = self.markersize
+        self.hist_bins = 10
+        self.scatter_marker = "o"
+        self.scatter_edgecolors = "face"
+
+        # Savefig
+        self.savefig_dpi = 300
+        self.savefig_facecolor = "auto"
+        self.savefig_edgecolor = "auto"
+        self.savefig_format = "pdf"
+        self.savefig_bbox = "standard"
+        self.savefig_pad_inches = 0
+        self.savefig_transparent = True
+
+        # Compute
+        self._compute()
+        return None
+
+    def _compute(self):
+        self.context = {}
+
+        # Paper
+        margin = self.margin_left + self.margin_right \
+                + (self.n_cols - 1) * self.margin_cols
+        figsize_x = self.paper[0]/self.n_cols - margin
+        figsize_y = figsize_x / self.aspect
+
+
+        # Lines
+        self.context["lines.linewidth"] = self.lines_linewidth
+        self.context["lines.linestyle"] = self.lines_linestyle
+        self.context["lines.color"] = self.lines_color
+        self.context["lines.marker"] = self.lines_marker
+        self.context["lines.markerfacecolor"] = self.lines_markerfacecolor
+        self.context["lines.markeredgecolor"] = self.lines_markeredgecolor
+        self.context["lines.markeredgewidth"] = self.lines_markeredgewidth
+        self.context["lines.markersize"] = self.lines_markersize
+        self.context["lines.dash_joinstyle"] = self.lines_dash_joinstyle
+        self.context["lines.dash_capstyle"] = self.lines_dash_capstyle
+        self.context["lines.solid_joinstyle"] = self.lines_solid_joinstyle
+        self.context["lines.solid_capstyle"] = self.lines_solid_capstyle
+
+        # Patches
+        self.context["patch.linewidth"] = self.patch_linewidth
+        self.context["patch.facecolor"] = self.patch_facecolor
+        self.context["patch.edgecolor"] = self.patch_edgecolor
+        self.context["patch.force_edgecolor"] = self.patch_force_edgecolor
+
+        # Boxplot
+        self.context["boxplot.notch"] = self.boxplot_notch
+        self.context["boxplot.vertical"] = self.boxplot_vertical
+        self.context["boxplot.whiskers"] = self.boxplot_whiskers
+        self.context["boxplot.bootstrap"] = self.boxplot_bootstrap
+        self.context["boxplot.patchartist"] = self.boxplot_patchartist
+        self.context["boxplot.showmeans"] = self.boxplot_showmeans
+        self.context["boxplot.showcaps"] = self.boxplot_showcaps
+        self.context["boxplot.showbox"] = self.boxplot_showbox
+        self.context["boxplot.showfliers"] = self.boxplot_showfliers
+        self.context["boxplot.meanline"] = self.boxplot_meanline
+
+        self.context["boxplot.flierprops.color"] = self.boxplot_flierprops_color
+        self.context["boxplot.flierprops.marker"] = self.boxplot_flierprops_marker
+        self.context["boxplot.flierprops.markerfacecolor"] = self.boxplot_flierprops_markerfacecolor
+        self.context["boxplot.flierprops.markeredgecolor"] = self.boxplot_flierprops_markeredgecolor
+        self.context["boxplot.flierprops.markeredgewidth"] = self.boxplot_flierprops_markeredgewidth
+        self.context["boxplot.flierprops.markersize"] = self.boxplot_flierprops_markersize
+        self.context["boxplot.flierprops.linestyle"] = self.boxplot_flierprops_linestyle
+        self.context["boxplot.flierprops.linewidth"] = self.boxplot_flierprops_linewidth
+
+        self.context["boxplot.boxprops.color"] = self.boxplot_boxprops_color
+        self.context["boxplot.boxprops.linewidth"] = self.boxplot_boxprops_linewidth
+        self.context["boxplot.boxprops.linestyle"] = self.boxplot_boxprops_linestyle
+
+        self.context["boxplot.whiskerprops.color"] = self.boxplot_whiskerprops_color
+        self.context["boxplot.whiskerprops.linewidth"] = self.boxplot_whiskerprops_linewidth
+        self.context["boxplot.whiskerprops.linestyle"] = self.boxplot_whiskerprops_linestyle
+
+
+        self.context["boxplot.capprops.color"] = self.boxplot_capprops_color
+        self.context["boxplot.capprops.linewidth"] = self.boxplot_capprops_linewidth
+        self.context["boxplot.capprops.linestyle"] = self.boxplot_capprops_linestyle
+
+        self.context["boxplot.medianprops.color"] = self.boxplot_medianprops_color
+        self.context["boxplot.medianprops.linewidth"] = self.boxplot_medianprops_linewidth
+        self.context["boxplot.medianprops.linestyle"] = self.boxplot_medianprops_linestyle
+
+        self.context["boxplot.meanprops.color"] = self.boxplot_meanprops_color
+        self.context["boxplot.meanprops.marker"] = self.boxplot_meanprops_marker
+        self.context["boxplot.meanprops.markerfacecolor"] = self.boxplot_meanprops_markerfacecolor
+        self.context["boxplot.meanprops.markeredgecolor"] = self.boxplot_meanprops_markeredgecolor
+        self.context["boxplot.meanprops.linestyle"] = self.boxplot_meanprops_linestyle
+        self.context["boxplot.meanprops.linewidth"] = self.boxplot_meanprops_linewidth
+
+        # Font
+        self.context["font.family"] = self.font_family
+        self.context["font.style"] = self.font_style
+        self.context["font.variant"] = self.font_variant
+        self.context["font.weight"] = self.font_weight
+        self.context["font.stretch"] = self.font_stretch
+        self.context["font.size"] = self.font_size
+        self.context["font.serif"] = self.font_serif
+        self.context["font.sans-serif"] = self.font_sans_serif
+        self.context["font.monospace"] = self.font_monospace
+
+        # Text / LaTeX
+        self.context["text.usetex"] = self.text_usetex
+        self.context["text.latex.preamble"] = self.latex_preamble
+        self.context["mathtext.fontset"] = self.mathtext_fontset
+
+        # Axes
+        self.context["axes.facecolor"] = self.axes_facecolor
+        self.context["axes.edgecolor"] = self.axes_edgecolor
+        self.context["axes.linewidth"] = self.axes_linewidth
+        self.context["axes.grid"] = self.axes_grid
+        self.context["axes.grid.axis"] = self.axes_grid_axis
+        self.context["axes.grid.which"] = self.axes_grid_which
+        self.context["axes.titlelocation"] = self.axes_titlelocation
+        self.context["axes.titlesize"] = self.axes_titlesize
+        self.context["axes.titleweight"] = self.axes_titleweight
+        self.context["axes.titlecolor"] = self.axes_titlecolor
+        self.context["axes.titley"] = self.axes_titley
+        self.context["axes.titlepad"] = self.axes_titlepad
+        self.context["axes.labelsize"] = self.axes_labelsize
+        self.context["axes.labelpad"] = self.axes_labelpad
+        self.context["axes.labelweight"] = self.axes_labelweight
+        self.context["axes.labelcolor"] = self.axes_labelcolor
+        self.context["axes.axisbelow"] = self.axes_axisbelow
+
+        self.context["axes.prop_cycle"] = self.axes_prop_cycle
+
+
+        # Axes
+        self.context["axes.formatter.limits"] = self.axes_formatter_limits
+        self.context["axes.formatter.use_locale"] = self.axes_formatter_use_locale
+        self.context["axes.formatter.use_mathtext"] = self.axes_formatter_use_mathtext
+        self.context["axes.formatter.min_exponent"] = self.axes_formatter_min_exponent
+        self.context["axes.formatter.useoffset"] = self.axes_formatter_useoffset
+        self.context["axes.formatter.offset_threshold"] = self.axes_formatter_offset_threshold
+        self.context["axes.spines.left"] = self.axes_spines_left
+        self.context["axes.spines.bottom"] = self.axes_spines_bottom
+        self.context["axes.spines.top"] = self.axes_spines_top
+        self.context["axes.spines.right"] = self.axes_spines_right
+        self.context["axes.unicode_minus"] = self.axes_unicode_minus
+                                                           
+        self.context["axes.xmargin"] = self.axes_xmargin
+        self.context["axes.ymargin"] = self.axes_ymargin
+        self.context["axes.zmargin"] = self.axes_zmargin
+        self.context["axes.autolimit_mode"] = self.axes_autolimit_mode
+                                                           
+        self.context["polaraxes.grid"] = self.polaraxes_grid
+                                                           
+        self.context["axes3d.grid"] = self.axes3d_grid
+        self.context["axes3d.automargin"] = self.axes3d_automargin
+        self.context["axes3d.xaxis.panecolor"] = self.axes3d_xaxis_panecolor
+        self.context["axes3d.yaxis.panecolor"] = self.axes3d_yaxis_panecolor
+        self.context["axes3d.zaxis.panecolor"] = self.axes3d_zaxis_panecolor
+        self.context["axes3d.mouserotationstyle"] = self.axes3d_mouserotationstyle
+        self.context["axes3d.trackballsize"] = self.axes3d_trackballsize
+        self.context["axes3d.trackballborder"] = self.axes3d_trackballborder
+
+        # Axis
+        self.context["xaxis.labellocation"] = self.xaxis_labellocation
+        self.context["yaxis.labellocation"] = self.yaxis_labellocation
+
+        # Dates
+        self.context["date.autoformatter.year"] = self.date_autoformatter_year 
+        self.context["date.autoformatter.month"] = self.date_autoformatter_month 
+        self.context["date.autoformatter.day"] = self.date_autoformatter_day 
+        self.context["date.autoformatter.hour"] = self.date_autoformatter_hour 
+        self.context["date.autoformatter.minute"] = self.date_autoformatter_minute 
+        self.context["date.autoformatter.second"] = self.date_autoformatter_second 
+        self.context["date.autoformatter.microsecond"] = self.date_autoformatter_microsecond 
+        self.context["date.converter"] = self.date_converter 
+        self.context["date.interval_multiples"] = self.date_interval_multiples 
+        
+        # Ticks
+        self.context["xtick.top"] = self.xtick_top
+        self.context["xtick.bottom"] = self.xtick_bottom
+        self.context["xtick.labeltop"] = self.xtick_labeltop
+        self.context["xtick.labelbottom"] = self.xtick_labelbottom
+        self.context["xtick.major.size"] = self.xtick_major_size
+        self.context["xtick.minor.size"] = self.xtick_minor_size
+        self.context["xtick.major.width"] = self.xtick_major_width
+        self.context["xtick.minor.width"] = self.xtick_minor_width
+        self.context["xtick.major.pad"] = self.xtick_major_pad
+        self.context["xtick.minor.pad"] = self.xtick_minor_pad
+        self.context["xtick.color"] = self.xtick_color
+        self.context["xtick.labelcolor"] = self.xtick_labelcolor
+        self.context["xtick.labelsize"] = self.xtick_labelsize
+        self.context["xtick.direction"] = self.xtick_direction
+        self.context["xtick.minor.visible"] = self.xtick_minor_visible
+        self.context["xtick.major.top"] = self.xtick_major_top
+        self.context["xtick.major.bottom"] = self.xtick_major_bottom
+        self.context["xtick.minor.top"] = self.xtick_minor_top
+        self.context["xtick.minor.bottom"] = self.xtick_minor_bottom
+        self.context["xtick.minor.ndivs"] = self.xtick_minor_ndivs
+        self.context["xtick.alignment"] = self.xtick_alignment
+                      
+        self.context["ytick.left"] = self.ytick_left
+        self.context["ytick.right"] = self.ytick_right
+        self.context["ytick.labelleft"] = self.ytick_labelleft
+        self.context["ytick.labelright"] = self.ytick_labelright
+        self.context["ytick.major.size"] = self.ytick_major_size
+        self.context["ytick.minor.size"] = self.ytick_minor_size
+        self.context["ytick.major.width"] = self.ytick_major_width
+        self.context["ytick.minor.width"] = self.ytick_minor_width
+        self.context["ytick.major.pad"] = self.ytick_major_pad
+        self.context["ytick.minor.pad"] = self.ytick_minor_pad
+        self.context["ytick.color"] = self.ytick_color
+        self.context["ytick.labelcolor"] = self.ytick_labelcolor
+        self.context["ytick.labelsize"] = self.ytick_labelsize
+        self.context["ytick.direction"] = self.ytick_direction
+        self.context["ytick.minor.visible"] = self.ytick_minor_visible
+        self.context["ytick.major.left"] = self.ytick_major_left
+        self.context["ytick.major.right"] = self.ytick_major_right
+        self.context["ytick.minor.left"] = self.ytick_minor_left
+        self.context["ytick.minor.right"] = self.ytick_minor_right
+        self.context["ytick.minor.ndivs"] = self.ytick_minor_ndivs
+        self.context["ytick.alignment"] = self.ytick_alignment
+        
+        # Grid
+        self.context["grid.color"] = self.grid_color
+        self.context["grid.linestyle"] = self.grid_linestyle
+        self.context["grid.linewidth"] = self.grid_linewidth
+        self.context["grid.alpha"] = self.grid_alpha
+
+        # Legend
+        self.context["legend.loc"] = self.legend_loc
+        self.context["legend.frameon"] = self.legend_frameon
+        self.context["legend.framealpha"] = self.legend_framealpha
+        self.context["legend.facecolor"] = self.legend_facecolor
+        self.context["legend.edgecolor"] = self.legend_edgecolor
+        self.context["legend.fancybox"] = self.legend_fancybox
+        self.context["legend.shadow"] = self.legend_shadow
+        self.context["legend.numpoints"] = self.legend_numpoints
+        self.context["legend.scatterpoints"] = self.legend_scatterpoints
+        self.context["legend.markerscale"] = self.legend_markerscale
+        self.context["legend.fontsize"] = self.legend_fontsize
+        self.context["legend.labelcolor"] = self.legend_labelcolor
+        self.context["legend.title_fontsize"] = self.legend_title_fontsize
+        self.context["legend.borderpad"] = self.legend_borderpad
+        self.context["legend.labelspacing"] = self.legend_labelspacing
+        self.context["legend.handlelength"] = self.legend_handlelength
+        self.context["legend.handleheight"] = self.legend_handleheight
+        self.context["legend.handletextpad"] = self.legend_handletextpad
+        self.context["legend.borderaxespad"] = self.legend_borderaxespad
+        self.context["legend.columnspacing"] = self.legend_columnspacing
+
+        # Figure
+        self.context["figure.titlesize"] = self.figure_titlesize
+        self.context["figure.titleweight"] = self.figure_titleweight
+        self.context["figure.labelsize"] = self.figure_labelsize
+        self.context["figure.labelweight"] = self.figure_labelweight
+        self.context["figure.figsize"] = self.figure_figsize
+        self.context["figure.dpi"] = self.figure_dpi
+        self.context["figure.facecolor"] = self.figure_facecolor
+        self.context["figure.edgecolor"] = self.figure_edgecolor
+        self.context["figure.frameon"] = self.figure_frameon
+        self.context["figure.subplot.left"] = self.figure_subplot_left
+        self.context["figure.subplot.right"] = self.figure_subplot_right
+        self.context["figure.subplot.bottom"] = self.figure_subplot_bottom
+        self.context["figure.subplot.top"] = self.figure_subplot_top
+        self.context["figure.subplot.wspace"] = self.figure_subplot_wspace
+        self.context["figure.subplot.hspace"] = self.figure_subplot_hspace
+        self.context["figure.autolayout"] = self.figure_autolayout
+        self.context["figure.constrained_layout.use"] = self.figure_constrained_layout_use
+        self.context["figure.constrained_layout.h_pad"] = self.figure_constrained_layout_h_pad
+        self.context["figure.constrained_layout.w_pad"] = self.figure_constrained_layout_w_pad
+        self.context["figure.constrained_layout.hspace"] = self.figure_constrained_layout_hspace
+        self.context["figure.constrained_layout.wspace"] = self.figure_constrained_layout_wspace
+        
+        # Images
+        self.context["image.aspect"] = self.image_aspect
+        self.context["image.interpolation"] = self.image_interpolation
+        self.context["image.interpolation_stage"] = self.image_interpolation_stage
+        self.context["image.cmap"] = self.image_cmap
+        self.context["image.lut"] = self.image_lut
+        self.context["image.origin"] = self.image_origin
+        self.context["image.resample"] = self.image_resample
+        self.context["image.composite_image"] = self.image_composite_image
+
+        # Contour, error bar, histogram and scatter
+        self.context["contour.negative_linestyle"] = self.contour_negative_linestyle
+        self.context["contour.corner_mask"] = self.contour_corner_mask
+        self.context["contour.linewidth"] = self.contour_linewidth
+        self.context["contour.algorithm"] = self.contour_algorithm
+        self.context["errorbar.capsize"] = self.errorbar_capsize
+        self.context["hist.bins"] = self.hist_bins
+        self.context["scatter.marker"] = self.scatter_marker
+        self.context["scatter.edgecolors"] = self.scatter_edgecolors
+
+        # Savefig
+        self.context["savefig.dpi"] = self.savefig_dpi
+        self.context["savefig.facecolor"] = self.savefig_facecolor
+        self.context["savefig.edgecolor"] = self.savefig_edgecolor
+        self.context["savefig.format"] = self.savefig_format
+        self.context["savefig.bbox"] = self.savefig_bbox
+        self.context["savefig.pad_inches"] = self.savefig_pad_inches
+        self.context["savefig.transparent"] = self.savefig_transparent
+        return None
+
+
+
+from mpl_toolkits.mplot3d import axes3d
+        
+if __name__ == "__main__":
+    rc = ManchotRC()
+
+    with plt.style.context(rc.context):
+        fig, axs = plt.subplots(1, 3)
+        fig.suptitle("Default plot")
+        axs[0].plot([0,1,2,3,4], [2,1,4,3,6], label="curve 1")
+        axs[0].plot([0,1,2,3,4], [4,3,1,2,4], "o--", label="curve 2")
+
+        axs[0].set_title("Lorem")
+        axs[0].set_xlabel("$x~\\mathrm{[cm]}$")
+        axs[0].set_ylabel("$y~\\mathrm{[cm]}$")
+        axs[0].legend()
+
+        axs[1].scatter([0,1,2,3,4], [2,1,4,3,6])
+        axs[1].scatter([0,1,2,3,4], [4,3,1,2,4], s=[1,2,3,4,6])
+
+        axs[1].set_title("Ipsum")
+        axs[1].set_xlabel("$x~\\mathrm{[cm]}$")
+        axs[1].set_ylabel("$y~\\mathrm{[cm]}$")
+        axs[1].text(2, 2, "sample text")
+
+        axs[2].set_title("Dolor")
+        axs[2].bar([1,2], [3,2])
+        axs[2].bar([3,4], [3,4], hatch="/")
+        axs[2].boxplot([[2,4,6,4,6,4,6,5,6,6,7,7,8,7,5], 
+                        [1,4,6,5,6,7,5,3,5,6,7],
+                        [2,6,5,6,6,4,5,6,7,5,4,5,2]])
+        axs[2].set_xlabel("Value")
+        axs[2].set_ylabel("Number")
+
+        fig = plt.figure()
+        ax = fig.add_subplot(projection="3d")
+
+        X, Y, Z = axes3d.get_test_data(0.05)
+
+        # Plot the 3D surface
+        ax.plot_surface(X, Y, Z, edgecolor='C0', lw=0.5, rstride=8, cstride=8,
+                        alpha=0.3)
+
+        # Plot projections of the contours for each dimension.  By choosing offsets
+        # that match the appropriate axes limits, the projected contours will sit on
+        # the 'walls' of the graph.
+        ax.contour(X, Y, Z, zdir='z', offset=-100)
+        ax.contour(X, Y, Z, zdir='x', offset=-40)
+        ax.contour(X, Y, Z, zdir='y', offset=40)
+
+        ax.set(xlim=(-40, 40), ylim=(-40, 40), zlim=(-100, 100),
+               xlabel='X', ylabel='Y', zlabel='Z')
+    plt.show()