How To Annotate Bars in Barplot with Matplotlib in Python? vmin/vmax when a norm instance is given (but using a str norm Matplotlib is a library in python that is built over the numpy library and is used to represent different plots, graphs, and images using numbers. An example of data being processed may be a unique identifier stored in a cookie. Can Martian regolith be easily melted with microwaves? Plot a Point or a Line on an Image with Matplotlib. ', '*'}, {'-', '--', '-. Actually I personally rarely use categoricals, so let's look at the continuous case. We can also save the image without axis, borders, and whitespace using the matplotlib.pyplot.imsave() method. This parameter is particularly Is it correct to use "the" before "materials used in making buildings are"? Now, imagine that we want to know how closely related two proteins are. Why Is PNG file with Drop Shadow in Flutter Web App Grainy? The alpha blending value, between 0 (transparent) and 1 (opaque). How to delete only one row in CSV with Python. Get the axes instance that contains most of the figure element. PythonOpenCV . The range is 0-1. might give a more accurate measure of the non-linear relationship in that This metric is oneDim = np.array([0.5,1,2.5,3.7]) twoDim = np.random.rand(8,4) plt.figure() ax1 = plt.gca() ax1.imshow(twoDim, cmap='Purples', interpolation='nearest') ax1.set_xticks(np.arange(0,twoDim.shape[1],1)) ax1.set_yticks(np.arange(0,twoDim.shape[0],1)) ax1.set_yticklabels(np . Flutter change focus color and icon color but not works. matplotlib.pyplot.imshow without margin GitHub - Gist Python Programming Foundation -Self Paced Course, Replace missing white spaces in a string with the least frequent character using Pandas. Using Matplotlib, we can represent both colored and black and white images. In this example, we demonstrate the use of different metrics to assess the Use multiple columns in a Matplotlib legend. they are dim compared to some of the spots outside the nucleus, so the MCC is A-143, 9th Floor, Sovereign Corporate Tower, We use cookies to ensure you have the best browsing experience on our website. triangular shape). (-0.5, numcols-0.5, -0.5, numrows-0.5). There are two common representations for RGB images with an alpha channel: An example by adding a black border "constant_values=0": A parameter for the antigrain image resize filter (see the Norm This parameter is used to normalize the color values from 0.0 to 1.0. How To Adjust Position of Axis Labels in Matplotlib? This tutorial explains how to hide the axis in the plot using the matplotlib.pyplot.axis('off') command and how to remove all the whitespaces, and borders in the figure while saving the figure. There are many more parameters in imshow, but these are the most important ones. How to change angle of 3D plot in Python? from matplotlib import image import matplotlib.pyplot as plt img = image.imread ("eiffel-tower.jpeg") plt.imshow (img) plt.show () print (img.shape) Add a frame to an image To add a frame/border to an image, a solution is to use numpy.pad. These parameters are passed on to the constructor of the Hide Axis, Borders and White Spaces in Matplotlib | Delft Stack not match the size of X (see 07 - - How do I change the size of figures drawn with Matplotlib? Imshow in Python - Plotly make out individual proteins, they can clump together within one pixel, from matplotlib.patches import Rectangle ax = g.ax_heatmap ax.add_patch (Rectangle ( (3, 4), 1, 1, fill=False, edgecolor='blue', lw=3)) plt.show () This will produce the plot with a highlighted cell like so: Note the the indexing of the cells is 0 based with the origin at the bottom left. acknowledge that you have read and understood our, Data Structure & Algorithm Classes (Live), Data Structure & Algorithm-Self Paced(C++/JAVA), Android App Development with Kotlin(Live), Full Stack Development with React & Node JS(Live), GATE CS Original Papers and Official Keys, ISRO CS Original Papers and Official Keys, ISRO CS Syllabus for Scientist/Engineer Exam, Adding new column to existing DataFrame in Pandas, How to get column names in Pandas dataframe, Python program to convert a list to string, Reading and Writing to text files in Python, Different ways to create Pandas Dataframe, isupper(), islower(), lower(), upper() in Python and their applications, Python | Program to convert String to a List, Check if element exists in list in Python, How to drop one or multiple columns in Pandas Dataframe. Set xticks and yticks using set_xticks and set_yticks method. Some of our partners may process your data as a part of their legitimate business interest without asking for consent. plt.imshow () draws an image on the current figure (creating a figure if there isn't a current figure). We begin by segmenting the nucleus of a sample image as described in another Create random data points using numpy. For a Matlab imshow border . What is a word for the arcane equivalent of a monastery? How to Set a Single Main Title for All the Subplots in Matplotlib? Also, we know that to color a 2-d array, we use the cmap parameter. imshow zorder - matplotlib-users - Matplotlib coordinates. Mutually exclusive execution using std::atomic? indicating more protein. ax = plt.gca () ax.set_axis_off () should clear the axis bounds and remove ticks as well. How to add a legend to a scatter plot in Matplotlib ? How to animate 3D Graph using Matplotlib? matplotlib is a famous python plot package and most of user used it to process the image. If I call plt.imshow(i) prior to calling plt.show(), then everything works perfectly. A scale name, i.e. Sign up for free to join this conversation on GitHub . the data range that the colormap covers. In this image, while there are a lot of protein A spots within the nucleus they are dim compared to some of the spots outside the nucleus, so the MCC is much lower than the overlap coefficient. Display the data as an image, i.e., on a 2D regular raster. See parameters norm, How to display the value of each bar in a bar chart using Matplotlib? If no control images are available, the Costes method could plt.show () displays the figure (and enters the main loop of whatever gui backend you're using). We can clearly observe the change between the above two images. We know that the chessboard is an 88 matrix with only two colors i.e., white and black. How to Create Different Subplot Sizes in Matplotlib? matplotlib.axes.Axes.imshow () Function By using our site, you matplotlib python . Why does awk -F work for most letters, but not for the letter "t"? LeCun!-- Colocalization can be split into two different concepts: . square. Get the axes instance that contains most of the figure element. Matlab, imshow() The results show that the image's border is twice as small as the grid, the problem is how to make them the same width? Create data. If 'data', interpolation True if head is to be counted in calculating the length. How to Display an OpenCV image in Python with Matplotlib? By using our site, you Matplotlib | Delft The number of pixels used to render an image is set by the Axes size control images. How can a simple bivariate distribution be shown using imshow in Matplotlib Python? We and our partners use cookies to Store and/or access information on a device. If the image is already colored, the cmap parameter is ignored. Axes.set_aspect. By using this website, you agree with our Cookies Policy. zhou13 / imshow-nomargin.py Last active yesterday Star 2 Fork 0 Code Revisions 2 Stars 2 Embed Download ZIP matplotlib.pyplot.imshow without margin Raw imshow-nomargin.py Using Kolmogorov complexity to measure difficulty of problems? Is it possible to create a concave light? Just start a new figure plt.figure(), or close the previous one plt.close(). MetPy Mondays #121 - What's the difference between imshow, pcolor, and pcolormesh? To hide the axis, we can use the command matplotlib.pyplot.axis('off'). How can I delete a file or folder in Python? How to make grid and border equal width - Matplotlib To subscribe to this RSS feed, copy and paste this URL into your RSS reader. nucleus segmentation. import matplotlib.pyplot as plt cat_img = plt.imread('Figures/cat.jpeg') plt.imshow(cat_img) To turn the (annoying) axis ticks off, call plt.axis ('off'). Remove white border when using subplot and imshow in Python Matplotlib You can be more creative and use these concepts to create more cool images. Some interpolation methods require an additional radius parameter, Because this is of specific interest. So, the x: This is the required argument. Every element in the array acts as a pixel. every pixel to see the relationship between them. In that case, a suitable Normalize subclass is dynamically generated test.png I use matplotlib to read it and plot. The convention (the default) 'upper' is In other words: the origin will coincide with the center of pixel (0, 0). Unless extent is used, pixel centers will be located at integer This array consists of the points. Correlation: What is the relationship in intensity between two substances? What sort of strategies would a medieval military use against a fantasy giant? If the upsampling rate is Did any DOS compatibility layers exist for any UNIX-like systems before DOS started to become outmoded? works perfectly. Connect and share knowledge within a single location that is structured and easy to search. How to Display an Image in Grayscale in Matplotlib? Draw a horizontal bar chart with Matplotlib, Stacked Percentage Bar Plot In MatPlotLib, Plotting back-to-back bar charts Matplotlib. determine what fraction of the protein A segmentation overlaps with the Euler: A baby on his lap, a cat on his back thats how he wrote his immortal works (origin?). How to add legend to imshow() in Matplotlib? How to Display, Modify and Save Images in Matplotlib - Finxter Pixels have unit size in data coordinates. randomly scrambled image. factor of three (i.e. One more important thing about this method is that the origin starts at the top left corner. How to create a Scatter Plot with several colors in Matplotlib? image happens to be upsampled by exactly a factor of two or one. widthfloat, default: 0.001 Width of full arrow tail. In this example, we will Pass an edgecolor = Black value as the edge color parameter to plt.hist() to change the bar border color. Matplotlib: imshow with second y axis - Stack Overflow name together with vmin/vmax is acceptable). the image is resampled because the displayed image size will usually Co-occurence: What proportion of a substance is localized to a particular and assume that whatever is not in the nucleus is in the cytoplasm. However, if I close the first figure that gets opened, and then call plt.imshow(i), a new figure is displayed without ever calling plt.show(). If alpha is an array, the alpha blending values are applied pixel Change values on matplotlib imshow() graph axis - PYTHON. The behavior of matplotlib's plot and imshow is confusing to me. Working with Images in Python using Matplotlib, Python | Working with PNG Images using Matplotlib. How to (mostly) remove all borders and padding with matplotlib. doi: https://doi.org/10.1242/jcs.211847. For drawing creative graphs, many times we hide x-axis & y-axis. Add perpendicular caps to error bars in Matplotlib. The image is stretched individually along x and y to fill the box. See How to Annotate Bars in Grouped Barplot in Python? You shouldn't call it until you've plotted things and want to see them displayed. It hides both the X-axis and Y-axis in the figure. User Input | Input () Function | Keyboard Input, Python Help Function | How to make use of Python Help. Why are Suriname, Belize, and Guinea-Bissau classified as "Small Island Developing States"? This tutorial shows how to display and explore image data. GreyScale images can be visualized using a 2-Dimensional array, and colored images are displayed using a 3-Dimensional array. This draws an arrow from (x, y) to (x+dx, y+dy). For opaque image, use 1 as the argument for this parameter. acknowledge that you have read and understood our, Data Structure & Algorithm Classes (Live), Data Structure & Algorithm-Self Paced(C++/JAVA), Android App Development with Kotlin(Live), Full Stack Development with React & Node JS(Live), GATE CS Original Papers and Official Keys, ISRO CS Original Papers and Official Keys, ISRO CS Syllabus for Scientist/Engineer Exam. How to Place Legend Outside of the Plot in Matplotlib? rendering and that the default interpolation method they implement 'equal': Ensures an aspect ratio of 1. doesn't do anything with the source floating point values, it examples and a more detailed description. Can be negative or greater than one. How to plot multiple Seaborn Jointplot in Subplot using Matplotlib? You'd have to call show() at some point, but if you do, then you can't execute the rest of the code to display the next image. As the resolution of images are usually too small to Increase the thickness of a line with Matplotlib. In the case of catgorical colormaps your assumptions completely break down (as you stated yourself). If you would like instead a logo or static image, use go.layout.Image as explained here. Why do small African island nations perform better than African continental nations, considering democracy and human development? If I draw two images with imshow, then set_zorder for one of them to be higher than the other, should that one be the one that displays? The intensities look linearly correlated so Pearsons Correlation Coefficient Approach: Import required module. (Or will be called whenever you want to stop and visualize the plot you've made, at any rate.). Share Follow edited Jul 8, 2015 at 11:27 non-square pixels. So, to better capture the For displaying this image, we first need to read this image using the imread function of matplotlib.pyplot library. For example, I want to show test.png picture. Using the Matplotlib Imshow Function. Fork 3. The input may either be actual RGB(A) data, or 2D scalar data, which control? Display data as an image, i.e., on a 2D regular raster. Let us now show an already existing image using imshow. This parameter is a shortcut for explicitly calling OutputArraydst . to 'nearest'. making the intensity of that pixel brighter. In this article, we will see how can we can add a border around histogram bars in our graph using matplotlib, Here we will take two different examples to showcase our graph. The consent submitted will only be used for data processing originating from this website. Get the size of the data. Matplotlib Imshow A Helpful Illustrated Guide - Finxter I'm trying to plot a two-dimensional array in matplotlib using imshow(), and overlay it with a scatterplot on a second y axis. To remove white border when using subplot and imshow (), we can take the following steps . Find centralized, trusted content and collaborate around the technologies you use most. the number of display pixels is at least The basic function of Matplotlib Imshow is to show the image object. We can pass any of the below values as the argument for this parameter. How do I split a list into equally-sized chunks? To use the matplotlib library, we first need to install matplotlib using pip install matplotlib. cheatsheet scales basic plots version api api linear log any values values api tick locators api 756 432 2.510102101 0logit symlog quick start 765 1234567 python matplotlib imshowplt.imshow (x_train [0])plt.imshow (x_train [0])plt.show () python matplotlib python matplotlib importimport osfrom PIL import Imageimport matplot. (M, N, 3): an image with RGB values (0-1 float or 0-255 int). By default, a linear scaling is interpreted as data[s] (unless this raises an exception). protein concentration, we may choose to determine what proportion of the plt.show() displays the figure (and enters the main loop of whatever gui backend you're using). by pixel, and alpha must have the same shape as X. If I call plt.show() prior to calling Affordable solution to train a team and make them project ready. resample when the output image is larger than the input image. python - dbc - Critical issues have been reported with the following SDK versions: com.google.android.gms:play-services-safetynet:17.0.0, Flutter Dart - get localized country name from country code, navigatorState is null when using pushNamed Navigation onGenerateRoutes of GetMaterialPage, Android Sdk manager not found- Flutter doctor error, Flutter Laravel Push Notification without using any third party like(firebase,onesignal..etc), How to change the color of ElevatedButton when entering text in TextField. We have studied how to show the images using a matplotlib imshow function. To get rid of whitespace around the border, we can set bbox_inches='tight' in the savefig() method. How to Set Plot Background Color in Matplotlib? We can also save the image without axis, borders, and whitespace using the matplotlib.pyplot.imsave () method. After choosing a co-occurence metric, we can apply the same process to measure.manders_coloc_coeff(proteinA, nucleus_seg) 0.1254942609923002. This can lead to aliasing artifacts when Let us study everything in detail. Interpolations for imshow LeCun 98 LeNet-5 MNIST MC . Below is the Implementation: Example 1: In this example, we will Pass an edgecolor = 'Black' value as the edge color parameter to plt.hist () to change the bar border color. the color of the pixel, adjusted for its opacity by multiplication. Note that the direction of the vertical axis and thus the default i.e. Matplotlib.axes.Axes.imshow() in Python - GeeksforGeeks The matplotlib.pyplot.axis(off) command us used to hide the axis(both x-axis & y-axis) in the matplotlib figure. Asking for help, clarification, or responding to other answers. How to determine a Python variable's type? three times the size of the data array). Therefore something like a border of this cell would be nice: How to Draw Rectangle on Image in Matplotlib? How to add a border (frame) to an image using python - Moonbooks imshow expects RGB images adopting the straight Aspect This parameter is used to adjust the size of images. Turn off the axes. Set the figure sizes in inches. The x and y coordinates of the arrow base. Creating a chessboard . If filternorm is set, the filter image set up the colormapping using the parameters Alpha If we want to change the transparency of the image, we can use this parameter. How To Annotate Bars in Barplot with Matplotlib in Python? matplotlib.pyplot.imshow Matplotlib 3.7.0 documentation color of the pixel, disregarding its opacity. For displaying a grayscale How to Turn Off the Axes for Subplots in Matplotlib? Use error bars in a Matplotlib scatter plot, Plotting Histogram in Python using Matplotlib. J Cell Sci 1 February 2018 known as Manders Colocalization Coefficient. and instantiated. Manage Settings Python3 from matplotlib import pyplot as plt In other words: the origin will coincide with the center We can change it using the origin parameter. How to set the spacing between subplots in Matplotlib in Python? Hide the Whitespaces and Borders in Matplotlib Figure, Kommunikation am Beispiel einer Kurzgeschichte, Lars Krsand, Untergrundarbeit, Rotate X-Axis Tick Label Text in Matplotlib, Add a Y-Axis Label to the Secondary Y-Axis in Matplotlib, Make a Square Plot With Equal Axes in Matplotlib. This can be in the form of lists or array. How to manually add a legend with a color box on a Matplotlib figure ? Information about this method is given in [1]. be used to compare the MCC value of the original image with that of the Plotting Histogram in Python using Matplotlib, Create a cumulative histogram in Matplotlib. Draw the left-half, right-half, or full arrow. The Colormap instance or registered colormap name used to map scalar data Display plot. typically used for matrices and images. corrects only integers according to the rule of 1.0 which means to colors. How to Hide Axis Text Ticks or Tick Labels in Matplotlib? It These values may be unitful and match the units of the Axes. J. S. Aaron, A. 3.4. We can make this image more or less transparent using the alpha parameter. Sometimes the intensities are correlated but not in a linear way. The nature of simulating nature: A Q&A with IBM Quantum researcher Dr. Jamie We've added a "Necessary cookies only" option to the cookie consent popup. It is an error to use If given, all parameters also accept a string s, which is How to Make a Time Series Plot with Rolling Average in Python? 'bicubic', 'spline16', 'spline36', 'hanning', 'hamming', 'hermite', Moreover, the imshow method is also famous for the OpenCV module to show the images. Star 21. GitHub Skip to content All gists Back to GitHub Sign in Sign up Instantly share code, notes, and snippets. interpolation is used if the image is upsampled by more than a normalizes integer values and corrects the rounding errors. If I call plt.show() prior to calling plt.imshow(i), then an error results. Why is there a voltage on my HDMI and coaxial cables? before mapping to colors using cmap. imshow RGB plot overlaps map borders when using projection #3687 - GitHub If you want to explictly create a new figure, use plt.figure(). How to set border for wedges in Matplotlib pie chart? In general, this will result in Set the figure size and adjust the padding between and around the subplots. We make use of First and third party cookies to improve our user experience. imshow padding around NaN values Issue #18735 matplotlib - GitHub {'full', 'left', 'right'}, default: 'full', Animated image using a precomputed list of images, matplotlib.animation.ImageMagickFileWriter, matplotlib.artist.Artist.format_cursor_data, matplotlib.artist.Artist.set_sketch_params, matplotlib.artist.Artist.get_sketch_params, matplotlib.artist.Artist.set_path_effects, matplotlib.artist.Artist.get_path_effects, matplotlib.artist.Artist.get_window_extent, matplotlib.artist.Artist.get_transformed_clip_path_and_affine, matplotlib.artist.Artist.is_transform_set, matplotlib.axes.Axes.get_legend_handles_labels, matplotlib.axes.Axes.get_xmajorticklabels, matplotlib.axes.Axes.get_xminorticklabels, matplotlib.axes.Axes.get_ymajorticklabels, matplotlib.axes.Axes.get_yminorticklabels, matplotlib.axes.Axes.get_rasterization_zorder, matplotlib.axes.Axes.set_rasterization_zorder, matplotlib.axes.Axes.get_xaxis_text1_transform, matplotlib.axes.Axes.get_xaxis_text2_transform, matplotlib.axes.Axes.get_yaxis_text1_transform, matplotlib.axes.Axes.get_yaxis_text2_transform, matplotlib.axes.Axes.get_default_bbox_extra_artists, matplotlib.axes.Axes.get_transformed_clip_path_and_affine, matplotlib.axis.Axis.remove_overlapping_locs, matplotlib.axis.Axis.get_remove_overlapping_locs, matplotlib.axis.Axis.set_remove_overlapping_locs, matplotlib.axis.Axis.get_ticklabel_extents, matplotlib.axis.YAxis.set_offset_position, matplotlib.axis.Axis.limit_range_for_scale, matplotlib.axis.Axis.set_default_intervals, matplotlib.colors.LinearSegmentedColormap, matplotlib.colors.get_named_colors_mapping, matplotlib.gridspec.GridSpecFromSubplotSpec, matplotlib.pyplot.install_repl_displayhook, matplotlib.pyplot.uninstall_repl_displayhook, matplotlib.pyplot.get_current_fig_manager, mpl_toolkits.mplot3d.axes3d.Axes3D.scatter, mpl_toolkits.mplot3d.axes3d.Axes3D.plot_surface, 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mpl_toolkits.mplot3d.axes3d.Axes3D.invert_zaxis, mpl_toolkits.mplot3d.axes3d.Axes3D.zaxis_inverted, mpl_toolkits.mplot3d.axes3d.Axes3D.get_zbound, mpl_toolkits.mplot3d.axes3d.Axes3D.set_zbound, mpl_toolkits.mplot3d.axes3d.Axes3D.set_zlabel, mpl_toolkits.mplot3d.axes3d.Axes3D.get_zlabel, mpl_toolkits.mplot3d.axes3d.Axes3D.set_title, mpl_toolkits.mplot3d.axes3d.Axes3D.set_xscale, mpl_toolkits.mplot3d.axes3d.Axes3D.set_yscale, mpl_toolkits.mplot3d.axes3d.Axes3D.set_zscale, mpl_toolkits.mplot3d.axes3d.Axes3D.get_zscale, mpl_toolkits.mplot3d.axes3d.Axes3D.set_zmargin, mpl_toolkits.mplot3d.axes3d.Axes3D.margins, mpl_toolkits.mplot3d.axes3d.Axes3D.autoscale, mpl_toolkits.mplot3d.axes3d.Axes3D.autoscale_view, mpl_toolkits.mplot3d.axes3d.Axes3D.set_autoscalez_on, mpl_toolkits.mplot3d.axes3d.Axes3D.get_autoscalez_on, mpl_toolkits.mplot3d.axes3d.Axes3D.auto_scale_xyz, mpl_toolkits.mplot3d.axes3d.Axes3D.set_aspect, mpl_toolkits.mplot3d.axes3d.Axes3D.set_box_aspect, mpl_toolkits.mplot3d.axes3d.Axes3D.apply_aspect, mpl_toolkits.mplot3d.axes3d.Axes3D.tick_params, mpl_toolkits.mplot3d.axes3d.Axes3D.set_zticks, mpl_toolkits.mplot3d.axes3d.Axes3D.get_zticks, mpl_toolkits.mplot3d.axes3d.Axes3D.set_zticklabels, mpl_toolkits.mplot3d.axes3d.Axes3D.get_zticklines, mpl_toolkits.mplot3d.axes3d.Axes3D.get_zgridlines, mpl_toolkits.mplot3d.axes3d.Axes3D.get_zminorticklabels, mpl_toolkits.mplot3d.axes3d.Axes3D.get_zmajorticklabels, mpl_toolkits.mplot3d.axes3d.Axes3D.zaxis_date, mpl_toolkits.mplot3d.axes3d.Axes3D.convert_zunits, mpl_toolkits.mplot3d.axes3d.Axes3D.add_collection3d, mpl_toolkits.mplot3d.axes3d.Axes3D.sharez, mpl_toolkits.mplot3d.axes3d.Axes3D.can_zoom, mpl_toolkits.mplot3d.axes3d.Axes3D.can_pan, mpl_toolkits.mplot3d.axes3d.Axes3D.disable_mouse_rotation, mpl_toolkits.mplot3d.axes3d.Axes3D.mouse_init, mpl_toolkits.mplot3d.axes3d.Axes3D.drag_pan, mpl_toolkits.mplot3d.axes3d.Axes3D.format_zdata, mpl_toolkits.mplot3d.axes3d.Axes3D.format_coord, mpl_toolkits.mplot3d.axes3d.Axes3D.view_init, mpl_toolkits.mplot3d.axes3d.Axes3D.set_proj_type, mpl_toolkits.mplot3d.axes3d.Axes3D.get_proj, mpl_toolkits.mplot3d.axes3d.Axes3D.set_top_view, mpl_toolkits.mplot3d.axes3d.Axes3D.get_tightbbox, mpl_toolkits.mplot3d.axes3d.Axes3D.set_zlim3d, mpl_toolkits.mplot3d.axes3d.Axes3D.stem3D, mpl_toolkits.mplot3d.axes3d.Axes3D.text3D, mpl_toolkits.mplot3d.axes3d.Axes3D.tunit_cube, mpl_toolkits.mplot3d.axes3d.Axes3D.tunit_edges, mpl_toolkits.mplot3d.axes3d.Axes3D.unit_cube, mpl_toolkits.mplot3d.axes3d.Axes3D.w_xaxis, mpl_toolkits.mplot3d.axes3d.Axes3D.w_yaxis, mpl_toolkits.mplot3d.axes3d.Axes3D.w_zaxis, mpl_toolkits.mplot3d.axes3d.Axes3D.get_axis_position, mpl_toolkits.mplot3d.axes3d.Axes3D.add_contour_set, mpl_toolkits.mplot3d.axes3d.Axes3D.add_contourf_set, mpl_toolkits.mplot3d.axes3d.Axes3D.update_datalim, mpl_toolkits.mplot3d.axes3d.get_test_data, mpl_toolkits.mplot3d.art3d.Line3DCollection, mpl_toolkits.mplot3d.art3d.Patch3DCollection, mpl_toolkits.mplot3d.art3d.Path3DCollection, mpl_toolkits.mplot3d.art3d.Poly3DCollection, mpl_toolkits.mplot3d.art3d.get_dir_vector, mpl_toolkits.mplot3d.art3d.line_collection_2d_to_3d, mpl_toolkits.mplot3d.art3d.patch_2d_to_3d, mpl_toolkits.mplot3d.art3d.patch_collection_2d_to_3d, mpl_toolkits.mplot3d.art3d.pathpatch_2d_to_3d, mpl_toolkits.mplot3d.art3d.poly_collection_2d_to_3d, mpl_toolkits.mplot3d.proj3d.inv_transform, mpl_toolkits.mplot3d.proj3d.persp_transformation, mpl_toolkits.mplot3d.proj3d.proj_trans_points, mpl_toolkits.mplot3d.proj3d.proj_transform, mpl_toolkits.mplot3d.proj3d.proj_transform_clip, mpl_toolkits.mplot3d.proj3d.view_transformation, mpl_toolkits.mplot3d.proj3d.world_transformation, mpl_toolkits.axes_grid1.anchored_artists.AnchoredAuxTransformBox, mpl_toolkits.axes_grid1.anchored_artists.AnchoredDirectionArrows, mpl_toolkits.axes_grid1.anchored_artists.AnchoredDrawingArea, mpl_toolkits.axes_grid1.anchored_artists.AnchoredEllipse, mpl_toolkits.axes_grid1.anchored_artists.AnchoredSizeBar, mpl_toolkits.axes_grid1.axes_divider.AxesDivider, mpl_toolkits.axes_grid1.axes_divider.AxesLocator, mpl_toolkits.axes_grid1.axes_divider.Divider, mpl_toolkits.axes_grid1.axes_divider.HBoxDivider, mpl_toolkits.axes_grid1.axes_divider.SubplotDivider, mpl_toolkits.axes_grid1.axes_divider.VBoxDivider, mpl_toolkits.axes_grid1.axes_divider.make_axes_area_auto_adjustable, mpl_toolkits.axes_grid1.axes_divider.make_axes_locatable, mpl_toolkits.axes_grid1.axes_grid.AxesGrid, mpl_toolkits.axes_grid1.axes_grid.CbarAxesBase, mpl_toolkits.axes_grid1.axes_grid.ImageGrid, mpl_toolkits.axes_grid1.axes_rgb.make_rgb_axes, mpl_toolkits.axes_grid1.axes_size.AddList, mpl_toolkits.axes_grid1.axes_size.Fraction, mpl_toolkits.axes_grid1.axes_size.GetExtentHelper, mpl_toolkits.axes_grid1.axes_size.MaxExtent, mpl_toolkits.axes_grid1.axes_size.MaxHeight, mpl_toolkits.axes_grid1.axes_size.MaxWidth, mpl_toolkits.axes_grid1.axes_size.Scalable, mpl_toolkits.axes_grid1.axes_size.SizeFromFunc, mpl_toolkits.axes_grid1.axes_size.from_any, mpl_toolkits.axes_grid1.inset_locator.AnchoredLocatorBase, mpl_toolkits.axes_grid1.inset_locator.AnchoredSizeLocator, mpl_toolkits.axes_grid1.inset_locator.AnchoredZoomLocator, mpl_toolkits.axes_grid1.inset_locator.BboxConnector, mpl_toolkits.axes_grid1.inset_locator.BboxConnectorPatch, mpl_toolkits.axes_grid1.inset_locator.BboxPatch, mpl_toolkits.axes_grid1.inset_locator.InsetPosition, mpl_toolkits.axes_grid1.inset_locator.inset_axes, mpl_toolkits.axes_grid1.inset_locator.mark_inset, mpl_toolkits.axes_grid1.inset_locator.zoomed_inset_axes, mpl_toolkits.axes_grid1.mpl_axes.SimpleAxisArtist, mpl_toolkits.axes_grid1.mpl_axes.SimpleChainedObjects, mpl_toolkits.axes_grid1.parasite_axes.HostAxes, mpl_toolkits.axes_grid1.parasite_axes.HostAxesBase, mpl_toolkits.axes_grid1.parasite_axes.ParasiteAxes, mpl_toolkits.axes_grid1.parasite_axes.ParasiteAxesBase, mpl_toolkits.axes_grid1.parasite_axes.SubplotHost, mpl_toolkits.axes_grid1.parasite_axes.host_axes, mpl_toolkits.axes_grid1.parasite_axes.host_axes_class_factory, mpl_toolkits.axes_grid1.parasite_axes.host_subplot, mpl_toolkits.axes_grid1.parasite_axes.host_subplot_class_factory, mpl_toolkits.axes_grid1.parasite_axes.parasite_axes_class_factory, mpl_toolkits.axisartist.angle_helper.ExtremeFinderCycle, mpl_toolkits.axisartist.angle_helper.FormatterDMS, mpl_toolkits.axisartist.angle_helper.FormatterHMS, mpl_toolkits.axisartist.angle_helper.LocatorBase, mpl_toolkits.axisartist.angle_helper.LocatorD, mpl_toolkits.axisartist.angle_helper.LocatorDM, mpl_toolkits.axisartist.angle_helper.LocatorDMS, mpl_toolkits.axisartist.angle_helper.LocatorH, mpl_toolkits.axisartist.angle_helper.LocatorHM, mpl_toolkits.axisartist.angle_helper.LocatorHMS, mpl_toolkits.axisartist.angle_helper.select_step, mpl_toolkits.axisartist.angle_helper.select_step24, mpl_toolkits.axisartist.angle_helper.select_step360, mpl_toolkits.axisartist.angle_helper.select_step_degree, mpl_toolkits.axisartist.angle_helper.select_step_hour, mpl_toolkits.axisartist.angle_helper.select_step_sub, mpl_toolkits.axisartist.axes_grid.AxesGrid, mpl_toolkits.axisartist.axes_grid.ImageGrid, mpl_toolkits.axisartist.axis_artist.AttributeCopier, mpl_toolkits.axisartist.axis_artist.AxisArtist, mpl_toolkits.axisartist.axis_artist.AxisLabel, mpl_toolkits.axisartist.axis_artist.GridlinesCollection, mpl_toolkits.axisartist.axis_artist.LabelBase, mpl_toolkits.axisartist.axis_artist.TickLabels, mpl_toolkits.axisartist.axis_artist.Ticks, mpl_toolkits.axisartist.axisline_style.AxislineStyle, mpl_toolkits.axisartist.axislines.AxesZero, mpl_toolkits.axisartist.axislines.AxisArtistHelper, mpl_toolkits.axisartist.axislines.AxisArtistHelperRectlinear, mpl_toolkits.axisartist.axislines.GridHelperBase, mpl_toolkits.axisartist.axislines.GridHelperRectlinear, mpl_toolkits.axisartist.axislines.Subplot, mpl_toolkits.axisartist.axislines.SubplotZero, mpl_toolkits.axisartist.floating_axes.ExtremeFinderFixed, mpl_toolkits.axisartist.floating_axes.FixedAxisArtistHelper, mpl_toolkits.axisartist.floating_axes.FloatingAxes, mpl_toolkits.axisartist.floating_axes.FloatingAxesBase, mpl_toolkits.axisartist.floating_axes.FloatingAxisArtistHelper, mpl_toolkits.axisartist.floating_axes.FloatingSubplot, mpl_toolkits.axisartist.floating_axes.GridHelperCurveLinear, mpl_toolkits.axisartist.floating_axes.floatingaxes_class_factory, mpl_toolkits.axisartist.grid_finder.DictFormatter, mpl_toolkits.axisartist.grid_finder.ExtremeFinderSimple, mpl_toolkits.axisartist.grid_finder.FixedLocator, mpl_toolkits.axisartist.grid_finder.FormatterPrettyPrint, mpl_toolkits.axisartist.grid_finder.GridFinder, mpl_toolkits.axisartist.grid_finder.MaxNLocator, mpl_toolkits.axisartist.grid_helper_curvelinear, mpl_toolkits.axisartist.grid_helper_curvelinear.FixedAxisArtistHelper, mpl_toolkits.axisartist.grid_helper_curvelinear.FloatingAxisArtistHelper, mpl_toolkits.axisartist.grid_helper_curvelinear.GridHelperCurveLinear.
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