Matplotlib - (all functions)
Plot is mainly intended for interactive plots and simple cases of programmatic plot generation:
The object-oriented API is recommended for more complex plots.
Functions
acorr (x, \*[, data]) | Plot the autocorrelation of x. |
angle_spectrum (x[, Fs, Fc, window, pad_to, ...]) | Plot the angle spectrum. |
annotate (text, xy, \*args, \*\*kwargs) | Annotate the point xy with text text. |
arrow (x, y, dx, dy, \*\*kwargs) | Add an arrow to the Axes. |
autoscale ([enable, axis, tight]) | Autoscale the axis view to the data (toggle). |
autumn () | Set the colormap to 'autumn'. |
axes ([arg]) | Add an axes to the current figure and make it the current axes. |
axhline ([y, xmin, xmax]) | Add a horizontal line across the axis. |
axhspan (ymin, ymax[, xmin, xmax]) | Add a horizontal span (rectangle) across the Axes. |
axis (\*args[, emit]) | Convenience method to get or set some axis properties. |
axline (xy1[, xy2, slope]) | Add an infinitely long straight line. |
axvline ([x, ymin, ymax]) | Add a vertical line across the Axes. |
axvspan (xmin, xmax[, ymin, ymax]) | Add a vertical span (rectangle) across the Axes. |
bar (x, height[, width, bottom, align, data]) | Make a bar plot. |
bar_label (container[, labels, fmt, ...]) | Label a bar plot. |
barbs (\*args[, data]) | Plot a 2D field of barbs. |
barh (y, width[, height, left, align]) | Make a horizontal bar plot. |
bone () | Set the colormap to 'bone'. |
box ([on]) | Turn the axes box on or off on the current axes. |
boxplot (x[, notch, sym, vert, whis, ...]) | Make a box and whisker plot. |
broken_barh (xranges, yrange, \*[, data]) | Plot a horizontal sequence of rectangles. |
cla () | Clear the current axes. |
clabel (CS[, levels]) | Label a contour plot. |
clf () | Clear the current figure. |
clim ([vmin, vmax]) | Set the color limits of the current image. |
close ([fig]) | Close a figure window. |
cohere (x, y[, NFFT, Fs, Fc, detrend, ...]) | Plot the coherence between x and y. |
colorbar ([mappable, cax, ax]) | Add a colorbar to a plot. |
connect (s, func) | Bind function func to event s. |
contour (\*args[, data]) | Plot contour lines. |
contourf (\*args[, data]) | Plot filled contours. |
cool () | Set the colormap to 'cool'. |
copper () | Set the colormap to 'copper'. |
csd (x, y[, NFFT, Fs, Fc, detrend, window, ...]) | Plot the cross-spectral density. |
delaxes ([ax]) | Remove an Axes (defaulting to the current axes) from its figure. |
disconnect (cid) | Disconnect the callback with id cid. |
draw () | Redraw the current figure. |
draw_if_interactive () | Redraw the current figure if in interactive mode. |
errorbar (x, y[, yerr, xerr, fmt, ecolor, ...]) | Plot y versus x as lines and/or markers with attached errorbars. |
eventplot (positions[, orientation, ...]) | Plot identical parallel lines at the given positions. |
figimage (X[, xo, yo, alpha, norm, cmap, ...]) | Add a non-resampled image to the figure. |
figlegend (\*args, \*\*kwargs) | Place a legend on the figure. |
fignum_exists (num) | Return whether the figure with the given id exists. |
figtext (x, y, s[, fontdict]) | Add text to figure. |
figure ([num, figsize, dpi, facecolor, ...]) | Create a new figure, or activate an existing figure. |
fill (\*args[, data]) | Plot filled polygons. |
fill_between (x, y1[, y2, where, ...]) | Fill the area between two horizontal curves. |
fill_betweenx (y, x1[, x2, where, step, ...]) | Fill the area between two vertical curves. |
findobj ([o, match, include_self]) | Find artist objects. |
flag () | Set the colormap to 'flag'. |
gca (\*\*kwargs) | Get the current Axes, creating one if necessary. |
gcf () | Get the current figure. |
gci () | Get the current colorable artist. |
get (obj, \*args, \*\*kwargs) | Return the value of an Artist 's property, or print all of them. |
get_current_fig_manager () | Return the figure manager of the current figure. |
get_figlabels () | Return a list of existing figure labels. |
get_fignums () | Return a list of existing figure numbers. |
get_plot_commands () | Get a sorted list of all of the plotting commands. |
getp (obj, \*args, \*\*kwargs) | Return the value of an Artist 's property, or print all of them. |
ginput ([n, timeout, show_clicks, mouse_add, ...]) | Blocking call to interact with a figure. |
gray () | Set the colormap to 'gray'. |
grid ([b, which, axis]) | Configure the grid lines. |
hexbin (x, y[, C, gridsize, bins, xscale, ...]) | Make a 2D hexagonal binning plot of points x, y. |
hist (x[, bins, range, density, weights, ...]) | Plot a histogram. |
hist2d (x, y[, bins, range, density, ...]) | Make a 2D histogram plot. |
hlines (y, xmin, xmax[, colors, linestyles, ...]) | Plot horizontal lines at each y from xmin to xmax. |
hot () | Set the colormap to 'hot'. |
hsv () | Set the colormap to 'hsv'. |
imread (fname[, format]) | Read an image from a file into an array. |
imsave (fname, arr, \*\*kwargs) | Save an array as an image file. |
imshow (X[, cmap, norm, aspect, ...]) | Display data as an image, i.e., on a 2D regular raster. |
inferno () | Set the colormap to 'inferno'. |
install_repl_displayhook () | Install a repl display hook so that any stale figure are automatically redrawn when control is returned to the repl. |
ioff () | Disable interactive mode. |
ion () | Enable interactive mode. |
isinteractive () | Return whether plots are updated after every plotting command. |
jet () | Set the colormap to 'jet'. |
legend (\*args, \*\*kwargs) | Place a legend on the Axes. |
locator_params ([axis, tight]) | Control behavior of major tick locators. |
loglog (\*args, \*\*kwargs) | Make a plot with log scaling on both the x and y axis. |
magma () | Set the colormap to 'magma'. |
magnitude_spectrum (x[, Fs, Fc, window, ...]) | Plot the magnitude spectrum. |
margins (\*margins[, x, y, tight]) | Set or retrieve autoscaling margins. |
matshow (A[, fignum]) | Display an array as a matrix in a new figure window. |
minorticks_off () | Remove minor ticks from the axes. |
minorticks_on () | Display minor ticks on the axes. |
new_figure_manager (num, \*args, \*\*kwargs) | Create a new figure manager instance. |
nipy_spectral () | Set the colormap to 'nipy_spectral'. |
pause (interval) | Run the GUI event loop for interval seconds. |
pcolor (\*args[, shading, alpha, norm, cmap, ...]) | Create a pseudocolor plot with a non-regular rectangular grid. |
pcolormesh (\*args[, alpha, norm, cmap, ...]) | Create a pseudocolor plot with a non-regular rectangular grid. |
phase_spectrum (x[, Fs, Fc, window, pad_to, ...]) | Plot the phase spectrum. |
pie (x[, explode, labels, colors, autopct, ...]) | Plot a pie chart. |
pink () | Set the colormap to 'pink'. |
plasma () | Set the colormap to 'plasma'. |
plot (\*args[, scalex, scaley, data]) | Plot y versus x as lines and/or markers. |
plot_date (x, y[, fmt, tz, xdate, ydate, data]) | Plot co-ercing the axis to treat floats as dates. |
polar (\*args, \*\*kwargs) | Make a polar plot. |
prism () | Set the colormap to 'prism'. |
psd (x[, NFFT, Fs, Fc, detrend, window, ...]) | Plot the power spectral density. |
quiver (\*args[, data]) | Plot a 2D field of arrows. |
quiverkey (Q, X, Y, U, label, \*\*kw) | Add a key to a quiver plot. |
rc (group, \*\*kwargs) | Set the current rcParams . group is the grouping for the rc, e.g., for lines.linewidth the group is lines , for axes.facecolor , the group is axes , and so on. Group may also be a list or tuple of group names, e.g., (xtick, ytick). kwargs is a dictionary attribute name/value pairs, e.g.,::. |
rc_context ([rc, fname]) | Return a context manager for temporarily changing rcParams. |
rcdefaults () | Restore the rcParams from Matplotlib's internal default style. |
rgrids ([radii, labels, angle, fmt]) | Get or set the radial gridlines on the current polar plot. |
savefig (\*args, \*\*kwargs) | Save the current figure. |
sca (ax) | Set the current Axes to ax and the current Figure to the parent of ax. |
scatter (x, y[, s, c, marker, cmap, norm, ...]) | A scatter plot of y vs. |
sci (im) | Set the current image. |
semilogx (\*args, \*\*kwargs) | Make a plot with log scaling on the x axis. |
semilogy (\*args, \*\*kwargs) | Make a plot with log scaling on the y axis. |
set_cmap (cmap) | Set the default colormap, and applies it to the current image if any. |
setp (obj, \*args, \*\*kwargs) | Set one or more properties on an Artist , or list allowed values. |
show (\*[, block]) | Display all open figures. |
specgram (x[, NFFT, Fs, Fc, detrend, window, ...]) | Plot a spectrogram. |
spring () | Set the colormap to 'spring'. |
spy (Z[, precision, marker, markersize, ...]) | Plot the sparsity pattern of a 2D array. |
stackplot (x, \*args[, labels, colors, ...]) | Draw a stacked area plot. |
stairs (values[, edges, orientation, ...]) | A stepwise constant function as a line with bounding edges or a filled plot. |
stem (\*args[, linefmt, markerfmt, basefmt, ...]) | Create a stem plot. |
step (x, y, \*args[, where, data]) | Make a step plot. |
streamplot (x, y, u, v[, density, linewidth, ...]) | Draw streamlines of a vector flow. |
subplot (\*args, \*\*kwargs) | Add an Axes to the current figure or retrieve an existing Axes. |
subplot2grid (shape, loc[, rowspan, colspan, fig]) | Create a subplot at a specific location inside a regular grid. |
subplot_mosaic (mosaic, \*[, subplot_kw, ...]) | Build a layout of Axes based on ASCII art or nested lists. |
subplot_tool ([targetfig]) | Launch a subplot tool window for a figure. |
subplots ([nrows, ncols, sharex, sharey, ...]) | Create a figure and a set of subplots. |
subplots_adjust ([left, bottom, right, top, ...]) | Adjust the subplot layout parameters. |
summer () | Set the colormap to 'summer'. |
suptitle (t, \*\*kwargs) | Add a centered suptitle to the figure. |
switch_backend (newbackend) | Close all open figures and set the Matplotlib backend. |
table ([cellText, cellColours, cellLoc, ...]) | Add a table to an Axes . |
text (x, y, s[, fontdict]) | Add text to the Axes. |
thetagrids ([angles, labels, fmt]) | Get or set the theta gridlines on the current polar plot. |
tick_params ([axis]) | Change the appearance of ticks, tick labels, and gridlines. |
ticklabel_format (\*[, axis, style, ...]) | Configure the ScalarFormatter used by default for linear axes. |
tight_layout (\*[, pad, h_pad, w_pad, rect]) | Adjust the padding between and around subplots. |
title (label[, fontdict, loc, pad, y]) | Set a title for the Axes. |
tricontour (\*args, \*\*kwargs) | Draw contour lines on an unstructured triangular grid. |
tricontourf (\*args, \*\*kwargs) | Draw contour regions on an unstructured triangular grid. |
tripcolor (\*args[, alpha, norm, cmap, vmin, ...]) | Create a pseudocolor plot of an unstructured triangular grid. |
triplot (\*args, \*\*kwargs) | Draw a unstructured triangular grid as lines and/or markers. |
twinx ([ax]) | Make and return a second axes that shares the x-axis. |
twiny ([ax]) | Make and return a second axes that shares the y-axis. |
uninstall_repl_displayhook () | Uninstall the matplotlib display hook. |
violinplot (dataset[, positions, vert, ...]) | Make a violin plot. |
viridis () | Set the colormap to 'viridis'. |
vlines (x, ymin, ymax[, colors, linestyles, ...]) | Plot vertical lines at each x from ymin to ymax. |
waitforbuttonpress ([timeout]) | Blocking call to interact with the figure. |
winter () | Set the colormap to 'winter'. |
xcorr (x, y[, normed, detrend, usevlines, ...]) | Plot the cross correlation between x and y. |
xkcd ([scale, length, randomness]) | Turn on xkcd sketch-style drawing mode. |
xlabel (xlabel[, fontdict, labelpad, loc]) | Set the label for the x-axis. |
xlim (\*args, \*\*kwargs) | Get or set the x limits of the current axes. |
xscale (value, \*\*kwargs) | Set the x-axis scale. |
xticks ([ticks, labels]) | Get or set the current tick locations and labels of the x-axis. |
ylabel (ylabel[, fontdict, labelpad, loc]) | Set the label for the y-axis. |
ylim (\*args, \*\*kwargs) | Get or set the y-limits of the current axes. |
yscale (value, \*\*kwargs) | Set the y-axis scale. |
yticks ([ticks, labels]) | Get or set the current tick locations and labels of the y-axis. |
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