matplotlib.style
Submodules
Functions
context(): Context manager for using style settings temporarily.reload_library(): Reload the style library.use(): Use Matplotlib style settings from a style specification.
- matplotlib.style.context(style, after_reset=False)
Context manager for using style settings temporarily.
- Parameters:
style (str, dict, Path or list) –
A style specification. Valid options are:
- str
One of the style names in .style.available (a builtin style or a style installed in the user library path).
A dotted name of the form “package.style_name”; in that case, “package” should be an importable Python package name, e.g. at
/path/to/package/__init__.py; the loaded style file is/path/to/package/style_name.mplstyle. (Style files in subpackages are likewise supported.)The path or URL to a style file, which gets loaded by .rc_params_from_file.
- dict
A mapping of key/value pairs for matplotlib.rcParams.
- Path
The path to a style file, which gets loaded by .rc_params_from_file.
- list
A list of style specifiers (str, Path or dict), which are applied from first to last in the list.
after_reset (bool) – If True, apply style after resetting settings to their defaults; otherwise, apply style on top of the current settings.
- matplotlib.style.reload_library()
Reload the style library.
- matplotlib.style.use(style)
Use Matplotlib style settings from a style specification.
The style name of ‘default’ is reserved for reverting back to the default style settings.
Note
This updates the .rcParams with the settings from the style. .rcParams not defined in the style are kept.
- Parameters:
style (str, dict, Path or list) –
A style specification. Valid options are:
- str
One of the style names in .style.available (a builtin style or a style installed in the user library path).
A dotted name of the form “package.style_name”; in that case, “package” should be an importable Python package name, e.g. at
/path/to/package/__init__.py; the loaded style file is/path/to/package/style_name.mplstyle. (Style files in subpackages are likewise supported.)The path or URL to a style file, which gets loaded by .rc_params_from_file.
- dict
A mapping of key/value pairs for matplotlib.rcParams.
- Path
The path to a style file, which gets loaded by .rc_params_from_file.
- list
A list of style specifiers (str, Path or dict), which are applied from first to last in the list.
Notes
The following .rcParams are not related to style and will be ignored if found in a style specification:
backend
backend_fallback
date.epoch
docstring.hardcopy
figure.max_open_warning
figure.raise_window
interactive
savefig.directory
timezone
tk.window_focus
toolbar
webagg.address
webagg.open_in_browser
webagg.port
webagg.port_retries
Variables
- matplotlib.style.available
Built-in mutable sequence.
If no argument is given, the constructor creates a new empty list. The argument must be an iterable if specified.
['Solarize_Light2', '_classic_test_patch', '_mpl-gallery', '_mpl-gallery-nogrid', 'bmh', 'classic', 'dark_background', 'fast', 'fivethirtyeight', 'ggplot', 'grayscale', 'seaborn-v0_8', 'seaborn-v0_8-bright', 'seaborn-v0_8-colorblind', 'seaborn-v0_8-dark', 'seaborn-v0_8-dark-palette', 'seaborn-v0_8-darkgrid', 'seaborn-v0_8-deep', 'seaborn-v0_8-muted', 'seaborn-v0_8-notebook', 'seaborn-v0_8-paper', 'seaborn-v0_8-pastel', 'seaborn-v0_8-poster', 'seaborn-v0_8-talk', 'seaborn-v0_8-ticks', 'seaborn-v0_8-white', 'seaborn-v0_8-whitegrid', 'tableau-colorblind10']
- matplotlib.style.library
{'Solarize_Light2': {'axes.axisbelow': True, 'axes.edgecolor': '#eee8d5', 'axes.facecolor': '#eee8d5', 'axes.grid': True, 'axes.labelcolor': '#657b83', 'axes.labelsize': 12.0, 'axes.prop_cycle': cycler('color', ['#268BD2', '#2AA198', '#859900', '#B58900', '#CB4B16', '#DC322F', '#D33682', '#6C71C4']), 'axes.titlesize': 16.0, 'figure.facecolor': '#FDF6E3', 'grid.color': '#fdf6e3', 'grid.linestyle': '-', 'grid.linewidth': 1.0, 'lines.linewidth': 2.0, 'lines.solid_capstyle': <CapStyle.butt: 'butt'>, 'patch.antialiased': True, 'xtick.color': '#657b83', 'xtick.direction': 'out', 'ytick.color': '#657b83', 'ytick.direction': 'out'}, '_classic_test_patch': {'text.kerning_factor': 6, 'ytick.alignment': 'center_baseline'}, '_mpl-gallery': {'axes.axisbelow': True, 'axes.grid': True, 'axes.prop_cycle': cycler('color', ['#1f77b4', '#58a1cf', '#abd0e6']), 'figure.figsize': [2.0, 2.0], 'figure.subplot.bottom': 0.01, 'figure.subplot.left': 0.01, 'figure.subplot.right': 0.99, 'figure.subplot.top': 0.99, 'image.cmap': 'Blues', 'xtick.major.size': 0.0, 'ytick.major.size': 0.0}, '_mpl-gallery-nogrid': {'axes.axisbelow': True, 'axes.grid': False, 'axes.prop_cycle': cycler('color', ['#1f77b4', '#82bbdb', '#ccdff1']), 'figure.figsize': [2.0, 2.0], 'figure.subplot.bottom': 0.01, 'figure.subplot.left': 0.01, 'figure.subplot.right': 0.99, 'figure.subplot.top': 0.99, 'image.cmap': 'Blues', 'xtick.major.size': 0.0, 'ytick.major.size': 0.0}, 'bmh': {'axes.edgecolor': '#bcbcbc', 'axes.facecolor': '#eeeeee', 'axes.grid': True, 'axes.labelsize': 'large', 'axes.prop_cycle': cycler('color', ['#348ABD', '#A60628', '#7A68A6', '#467821', '#D55E00', '#CC79A7', '#56B4E9', '#009E73', '#F0E442', '#0072B2']), 'axes.titlesize': 'x-large', 'grid.color': '#b2b2b2', 'grid.linestyle': '--', 'grid.linewidth': 0.5, 'legend.fancybox': True, 'lines.linewidth': 2.0, 'mathtext.fontset': 'cm', 'patch.antialiased': True, 'patch.edgecolor': '#eeeeee', 'patch.facecolor': 'blue', 'patch.linewidth': 0.5, 'text.hinting_factor': 8, 'xtick.direction': 'in', 'ytick.direction': 'in'}, 'classic': {'_internal.classic_mode': True, 'agg.path.chunksize': 0, 'animation.bitrate': -1, 'animation.codec': 'mpeg4', 'animation.convert_args': [], 'animation.convert_path': 'convert', 'animation.ffmpeg_args': [], 'animation.ffmpeg_path': 'ffmpeg', 'animation.frame_format': 'png', 'animation.html': 'none', 'animation.writer': 'ffmpeg', 'axes.autolimit_mode': 'round_numbers', 'axes.axisbelow': False, 'axes.edgecolor': 'k', 'axes.facecolor': 'w', 'axes.formatter.limits': [-7, 7], 'axes.formatter.offset_threshold': 2, 'axes.formatter.use_locale': False, 'axes.formatter.use_mathtext': False, 'axes.formatter.useoffset': True, 'axes.grid': False, 'axes.grid.axis': 'both', 'axes.grid.which': 'major', 'axes.labelcolor': 'k', 'axes.labelpad': 5.0, 'axes.labelsize': 'medium', 'axes.labelweight': 'normal', 'axes.linewidth': 1.0, 'axes.prop_cycle': cycler('color', ['b', 'g', 'r', 'c', 'm', 'y', 'k']), 'axes.spines.bottom': True, 'axes.spines.left': True, 'axes.spines.right': True, 'axes.spines.top': True, 'axes.titlepad': 5.0, 'axes.titlesize': 'large', 'axes.titleweight': 'normal', 'axes.titley': 1.0, 'axes.unicode_minus': True, 'axes.xmargin': 0.0, 'axes.ymargin': 0.0, 'axes3d.grid': True, 'boxplot.bootstrap': None, 'boxplot.boxprops.color': 'b', 'boxplot.boxprops.linestyle': '-', 'boxplot.boxprops.linewidth': 1.0, 'boxplot.capprops.color': 'k', 'boxplot.capprops.linestyle': '-', 'boxplot.capprops.linewidth': 1.0, 'boxplot.flierprops.color': 'b', 'boxplot.flierprops.linestyle': 'none', 'boxplot.flierprops.linewidth': 1.0, 'boxplot.flierprops.marker': '+', 'boxplot.flierprops.markeredgecolor': 'k', 'boxplot.flierprops.markerfacecolor': 'auto', 'boxplot.flierprops.markersize': 6.0, 'boxplot.meanline': False, 'boxplot.meanprops.color': 'r', 'boxplot.meanprops.linestyle': '-', 'boxplot.meanprops.linewidth': 1.0, 'boxplot.meanprops.marker': 's', 'boxplot.meanprops.markeredgecolor': 'k', 'boxplot.meanprops.markerfacecolor': 'r', 'boxplot.meanprops.markersize': 6.0, 'boxplot.medianprops.color': 'r', 'boxplot.medianprops.linestyle': '-', 'boxplot.medianprops.linewidth': 1.0, 'boxplot.notch': False, 'boxplot.patchartist': False, 'boxplot.showbox': True, 'boxplot.showcaps': True, 'boxplot.showfliers': True, 'boxplot.showmeans': False, 'boxplot.vertical': True, 'boxplot.whiskerprops.color': 'b', 'boxplot.whiskerprops.linestyle': '--', 'boxplot.whiskerprops.linewidth': 1.0, 'boxplot.whiskers': 1.5, 'contour.corner_mask': True, 'contour.negative_linestyle': 'dashed', 'date.autoformatter.day': '%b %d %Y', 'date.autoformatter.hour': '%H:%M:%S', 'date.autoformatter.microsecond': '%H:%M:%S.%f', 'date.autoformatter.minute': '%H:%M:%S.%f', 'date.autoformatter.month': '%b %Y', 'date.autoformatter.second': '%H:%M:%S.%f', 'date.autoformatter.year': '%Y', 'date.converter': 'auto', 'errorbar.capsize': 3.0, 'figure.autolayout': False, 'figure.dpi': 80.0, 'figure.edgecolor': 'w', 'figure.facecolor': '0.75', 'figure.figsize': [8.0, 6.0], 'figure.frameon': True, 'figure.labelsize': 'medium', 'figure.labelweight': 'normal', 'figure.subplot.bottom': 0.1, 'figure.subplot.hspace': 0.2, 'figure.subplot.left': 0.125, 'figure.subplot.right': 0.9, 'figure.subplot.top': 0.9, 'figure.subplot.wspace': 0.2, 'figure.titlesize': 'medium', 'figure.titleweight': 'normal', 'font.cursive': ['Apple Chancery', 'Textile', 'Zapf Chancery', 'Sand', 'Script MT', 'Felipa', 'cursive'], 'font.family': ['sans-serif'], 'font.fantasy': ['Comic Sans MS', 'Chicago', 'Charcoal', 'ImpactWestern', 'Humor Sans', 'fantasy'], 'font.monospace': ['DejaVu Sans Mono', 'Andale Mono', 'Nimbus Mono L', 'Courier New', 'Courier', 'Fixed', 'Terminal', 'monospace'], 'font.sans-serif': ['DejaVu Sans', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Arial', 'Helvetica', 'Avant Garde', 'sans-serif'], 'font.serif': ['DejaVu Serif', 'New Century Schoolbook', 'Century Schoolbook L', 'Utopia', 'ITC Bookman', 'Bookman', 'Nimbus Roman No9 L', 'Times New Roman', 'Times', 'Palatino', 'Charter', 'serif'], 'font.size': 12.0, 'font.stretch': 'normal', 'font.style': 'normal', 'font.variant': 'normal', 'font.weight': 'normal', 'grid.alpha': 1.0, 'grid.color': 'k', 'grid.linestyle': ':', 'grid.linewidth': 0.5, 'hatch.color': 'k', 'hatch.linewidth': 1.0, 'hist.bins': 10, 'image.aspect': 'equal', 'image.cmap': 'jet', 'image.composite_image': True, 'image.interpolation': 'bilinear', 'image.lut': 256, 'image.origin': 'upper', 'image.resample': False, 'keymap.back': ['left', 'c', 'backspace'], 'keymap.forward': ['right', 'v'], 'keymap.fullscreen': ['f', 'ctrl+f'], 'keymap.grid': ['g'], 'keymap.home': ['h', 'r', 'home'], 'keymap.pan': ['p'], 'keymap.quit': ['ctrl+w', 'cmd+w'], 'keymap.save': ['s', 'ctrl+s'], 'keymap.xscale': ['k', 'L'], 'keymap.yscale': ['l'], 'keymap.zoom': ['o'], 'legend.borderaxespad': 0.5, 'legend.borderpad': 0.4, 'legend.columnspacing': 2.0, 'legend.edgecolor': 'inherit', 'legend.facecolor': 'inherit', 'legend.fancybox': False, 'legend.fontsize': 'large', 'legend.framealpha': None, 'legend.frameon': True, 'legend.handleheight': 0.7, 'legend.handlelength': 2.0, 'legend.handletextpad': 0.8, 'legend.labelspacing': 0.5, 'legend.loc': 'upper right', 'legend.markerscale': 1.0, 'legend.numpoints': 2, 'legend.scatterpoints': 3, 'legend.shadow': False, 'lines.antialiased': True, 'lines.color': 'b', 'lines.dash_capstyle': <CapStyle.butt: 'butt'>, 'lines.dash_joinstyle': <JoinStyle.round: 'round'>, 'lines.dashdot_pattern': [3.0, 5.0, 1.0, 5.0], 'lines.dashed_pattern': [6.0, 6.0], 'lines.dotted_pattern': [1.0, 3.0], 'lines.linestyle': '-', 'lines.linewidth': 1.0, 'lines.marker': 'None', 'lines.markeredgecolor': 'auto', 'lines.markeredgewidth': 0.5, 'lines.markerfacecolor': 'auto', 'lines.markersize': 6.0, 'lines.scale_dashes': False, 'lines.solid_capstyle': <CapStyle.projecting: 'projecting'>, 'lines.solid_joinstyle': <JoinStyle.round: 'round'>, 'markers.fillstyle': 'full', 'mathtext.bf': 'serif:bold', 'mathtext.cal': 'cursive', 'mathtext.default': 'it', 'mathtext.fallback': 'cm', 'mathtext.fontset': 'cm', 'mathtext.it': 'serif:italic', 'mathtext.rm': 'serif', 'mathtext.sf': 'sans\\-serif', 'mathtext.tt': 'monospace', 'patch.antialiased': True, 'patch.edgecolor': 'k', 'patch.facecolor': 'b', 'patch.force_edgecolor': True, 'patch.linewidth': 1.0, 'path.simplify': True, 'path.simplify_threshold': 0.1111111111111111, 'path.sketch': None, 'path.snap': True, 'pdf.compression': 6, 'pdf.fonttype': 3, 'pdf.inheritcolor': False, 'pdf.use14corefonts': False, 'pgf.preamble': '', 'pgf.rcfonts': True, 'pgf.texsystem': 'xelatex', 'polaraxes.grid': True, 'ps.distiller.res': 6000, 'ps.fonttype': 3, 'ps.papersize': 'letter', 'ps.useafm': False, 'ps.usedistiller': None, 'savefig.bbox': None, 'savefig.dpi': 100.0, 'savefig.edgecolor': 'w', 'savefig.facecolor': 'w', 'savefig.format': 'png', 'savefig.orientation': 'portrait', 'savefig.pad_inches': 0.1, 'savefig.transparent': False, 'scatter.marker': 'o', 'svg.fonttype': 'path', 'svg.image_inline': True, 'text.antialiased': True, 'text.color': 'k', 'text.hinting': 'auto', 'text.hinting_factor': 8, 'text.latex.preamble': '', 'text.usetex': False, 'xtick.alignment': 'center', 'xtick.bottom': True, 'xtick.color': 'k', 'xtick.direction': 'in', 'xtick.labelsize': 'medium', 'xtick.major.bottom': True, 'xtick.major.pad': 4.0, 'xtick.major.size': 4.0, 'xtick.major.top': True, 'xtick.major.width': 0.5, 'xtick.minor.bottom': True, 'xtick.minor.pad': 4.0, 'xtick.minor.size': 2.0, 'xtick.minor.top': True, 'xtick.minor.visible': False, 'xtick.minor.width': 0.5, 'xtick.top': True, 'ytick.alignment': 'center', 'ytick.color': 'k', 'ytick.direction': 'in', 'ytick.labelsize': 'medium', 'ytick.left': True, 'ytick.major.left': True, 'ytick.major.pad': 4.0, 'ytick.major.right': True, 'ytick.major.size': 4.0, 'ytick.major.width': 0.5, 'ytick.minor.left': True, 'ytick.minor.pad': 4.0, 'ytick.minor.right': True, 'ytick.minor.size': 2.0, 'ytick.minor.visible': False, 'ytick.minor.width': 0.5, 'ytick.right': True}, 'dark_background': {'axes.edgecolor': 'white', 'axes.facecolor': 'black', 'axes.labelcolor': 'white', 'axes.prop_cycle': cycler('color', ['#8dd3c7', '#feffb3', '#bfbbd9', '#fa8174', '#81b1d2', '#fdb462', '#b3de69', '#bc82bd', '#ccebc4', '#ffed6f']), 'boxplot.boxprops.color': 'white', 'boxplot.capprops.color': 'white', 'boxplot.flierprops.color': 'white', 'boxplot.flierprops.markeredgecolor': 'white', 'boxplot.whiskerprops.color': 'white', 'figure.edgecolor': 'black', 'figure.facecolor': 'black', 'grid.color': 'white', 'lines.color': 'white', 'patch.edgecolor': 'white', 'savefig.edgecolor': 'black', 'savefig.facecolor': 'black', 'text.color': 'white', 'xtick.color': 'white', 'ytick.color': 'white'}, 'fast': {'agg.path.chunksize': 10000, 'path.simplify': True, 'path.simplify_threshold': 1.0}, 'fivethirtyeight': {'axes.axisbelow': True, 'axes.edgecolor': '#f0f0f0', 'axes.facecolor': '#f0f0f0', 'axes.grid': True, 'axes.labelsize': 'large', 'axes.linewidth': 3.0, 'axes.prop_cycle': cycler('color', ['#008fd5', '#fc4f30', '#e5ae38', '#6d904f', '#8b8b8b', '#810f7c']), 'axes.titlesize': 'x-large', 'figure.facecolor': '#f0f0f0', 'figure.subplot.bottom': 0.07, 'figure.subplot.left': 0.08, 'figure.subplot.right': 0.95, 'font.size': 14.0, 'grid.color': '#cbcbcb', 'grid.linestyle': '-', 'grid.linewidth': 1.0, 'legend.fancybox': True, 'lines.linewidth': 4.0, 'lines.solid_capstyle': <CapStyle.butt: 'butt'>, 'patch.edgecolor': '#f0f0f0', 'patch.linewidth': 0.5, 'savefig.edgecolor': '#f0f0f0', 'savefig.facecolor': '#f0f0f0', 'svg.fonttype': 'path', 'xtick.major.size': 0.0, 'xtick.minor.size': 0.0, 'ytick.major.size': 0.0, 'ytick.minor.size': 0.0}, 'ggplot': {'axes.axisbelow': True, 'axes.edgecolor': 'white', 'axes.facecolor': '#E5E5E5', 'axes.grid': True, 'axes.labelcolor': '#555555', 'axes.labelsize': 'large', 'axes.linewidth': 1.0, 'axes.prop_cycle': cycler('color', ['#E24A33', '#348ABD', '#988ED5', '#777777', '#FBC15E', '#8EBA42', '#FFB5B8']), 'axes.titlesize': 'x-large', 'figure.edgecolor': '0.50', 'figure.facecolor': 'white', 'font.size': 10.0, 'grid.color': 'white', 'grid.linestyle': '-', 'patch.antialiased': True, 'patch.edgecolor': '#EEEEEE', 'patch.facecolor': '#348ABD', 'patch.linewidth': 0.5, 'xtick.color': '#555555', 'xtick.direction': 'out', 'ytick.color': '#555555', 'ytick.direction': 'out'}, 'grayscale': {'axes.edgecolor': 'black', 'axes.facecolor': 'white', 'axes.labelcolor': 'black', 'axes.prop_cycle': cycler('color', ['0.00', '0.40', '0.60', '0.70']), 'figure.edgecolor': 'white', 'figure.facecolor': '0.75', 'grid.color': 'black', 'image.cmap': 'gray', 'lines.color': 'black', 'patch.edgecolor': 'black', 'patch.facecolor': 'gray', 'savefig.edgecolor': 'white', 'savefig.facecolor': 'white', 'text.color': 'black', 'xtick.color': 'black', 'ytick.color': 'black'}, 'seaborn-v0_8': {'axes.axisbelow': True, 'axes.edgecolor': 'white', 'axes.facecolor': '#EAEAF2', 'axes.grid': True, 'axes.labelcolor': '.15', 'axes.labelsize': 11.0, 'axes.linewidth': 0.0, 'axes.prop_cycle': cycler('color', ['#4C72B0', '#55A868', '#C44E52', '#8172B2', '#CCB974', '#64B5CD']), 'axes.titlesize': 12.0, 'figure.facecolor': 'white', 'figure.figsize': [8.0, 5.5], 'font.family': ['sans-serif'], 'font.sans-serif': ['Arial', 'Liberation Sans', 'DejaVu Sans', 'Bitstream Vera Sans', 'sans-serif'], 'grid.color': 'white', 'grid.linestyle': '-', 'grid.linewidth': 1.0, 'image.cmap': 'Greys', 'legend.fontsize': 10.0, 'legend.frameon': False, 'legend.numpoints': 1, 'legend.scatterpoints': 1, 'lines.linewidth': 1.75, 'lines.markeredgewidth': 0.0, 'lines.markersize': 7.0, 'lines.solid_capstyle': <CapStyle.round: 'round'>, 'patch.facecolor': '#4C72B0', 'patch.linewidth': 0.3, 'text.color': '.15', 'xtick.color': '.15', 'xtick.direction': 'out', 'xtick.labelsize': 10.0, 'xtick.major.pad': 7.0, 'xtick.major.size': 0.0, 'xtick.major.width': 1.0, 'xtick.minor.size': 0.0, 'xtick.minor.width': 0.5, 'ytick.color': '.15', 'ytick.direction': 'out', 'ytick.labelsize': 10.0, 'ytick.major.pad': 7.0, 'ytick.major.size': 0.0, 'ytick.major.width': 1.0, 'ytick.minor.size': 0.0, 'ytick.minor.width': 0.5}, 'seaborn-v0_8-bright': {'axes.prop_cycle': cycler('color', ['#003FFF', '#03ED3A', '#E8000B', '#8A2BE2', '#FFC400', '#00D7FF']), 'patch.facecolor': '#003FFF'}, 'seaborn-v0_8-colorblind': {'axes.prop_cycle': cycler('color', ['#0072B2', '#009E73', '#D55E00', '#CC79A7', '#F0E442', '#56B4E9']), 'patch.facecolor': '#0072B2'}, 'seaborn-v0_8-dark': {'axes.axisbelow': True, 'axes.edgecolor': 'white', 'axes.facecolor': '#EAEAF2', 'axes.grid': False, 'axes.labelcolor': '.15', 'axes.linewidth': 0.0, 'figure.facecolor': 'white', 'font.family': ['sans-serif'], 'font.sans-serif': ['Arial', 'Liberation Sans', 'DejaVu Sans', 'Bitstream Vera Sans', 'sans-serif'], 'grid.color': 'white', 'grid.linestyle': '-', 'image.cmap': 'Greys', 'legend.frameon': False, 'legend.numpoints': 1, 'legend.scatterpoints': 1, 'lines.solid_capstyle': <CapStyle.round: 'round'>, 'text.color': '.15', 'xtick.color': '.15', 'xtick.direction': 'out', 'xtick.major.size': 0.0, 'xtick.minor.size': 0.0, 'ytick.color': '.15', 'ytick.direction': 'out', 'ytick.major.size': 0.0, 'ytick.minor.size': 0.0}, 'seaborn-v0_8-dark-palette': {'axes.prop_cycle': cycler('color', ['#001C7F', '#017517', '#8C0900', '#7600A1', '#B8860B', '#006374']), 'patch.facecolor': '#001C7F'}, 'seaborn-v0_8-darkgrid': {'axes.axisbelow': True, 'axes.edgecolor': 'white', 'axes.facecolor': '#EAEAF2', 'axes.grid': True, 'axes.labelcolor': '.15', 'axes.linewidth': 0.0, 'figure.facecolor': 'white', 'font.family': ['sans-serif'], 'font.sans-serif': ['Arial', 'Liberation Sans', 'DejaVu Sans', 'Bitstream Vera Sans', 'sans-serif'], 'grid.color': 'white', 'grid.linestyle': '-', 'image.cmap': 'Greys', 'legend.frameon': False, 'legend.numpoints': 1, 'legend.scatterpoints': 1, 'lines.solid_capstyle': <CapStyle.round: 'round'>, 'text.color': '.15', 'xtick.color': '.15', 'xtick.direction': 'out', 'xtick.major.size': 0.0, 'xtick.minor.size': 0.0, 'ytick.color': '.15', 'ytick.direction': 'out', 'ytick.major.size': 0.0, 'ytick.minor.size': 0.0}, 'seaborn-v0_8-deep': {'axes.prop_cycle': cycler('color', ['#4C72B0', '#55A868', '#C44E52', '#8172B2', '#CCB974', '#64B5CD']), 'patch.facecolor': '#4C72B0'}, 'seaborn-v0_8-muted': {'axes.prop_cycle': cycler('color', ['#4878CF', '#6ACC65', '#D65F5F', '#B47CC7', '#C4AD66', '#77BEDB']), 'patch.facecolor': '#4878CF'}, 'seaborn-v0_8-notebook': {'axes.labelsize': 11.0, 'axes.titlesize': 12.0, 'figure.figsize': [8.0, 5.5], 'grid.linewidth': 1.0, 'legend.fontsize': 10.0, 'lines.linewidth': 1.75, 'lines.markeredgewidth': 0.0, 'lines.markersize': 7.0, 'patch.linewidth': 0.3, 'xtick.labelsize': 10.0, 'xtick.major.pad': 7.0, 'xtick.major.width': 1.0, 'xtick.minor.width': 0.5, 'ytick.labelsize': 10.0, 'ytick.major.pad': 7.0, 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