plot_4D (method)

plot_4D(Xdata, Ydata, Zdata, Sdata, x_min=None, x_max=None, y_min=None, y_max=None, z_min=None, z_max=None, title='', xlabel='', ylabel='', zlabel='', xticks=None, yticks=None, xticklabels=None, yticklabels=None, fig=None, ax=None, is_logscale_x=False, is_logscale_y=False, is_logscale_z=False, is_disp_title=True, type='scatter', save_path=None, is_show_fig=None)[source]

Plots a 4D graph

Parameters

  • Xdata (ndarray) – array of x-axis values

  • Ydata (ndarray) – array of y-axis values

  • Zdata (ndarray) – array of z-axis values

  • Sdata (ndarray) – array of 4th axis values

  • colormap (colormap object) – colormap prescribed by user

  • x_min (float) – minimum value for the x-axis (no automated scaling in 3D)

  • x_max (float) – maximum value for the x-axis (no automated scaling in 3D)

  • y_min (float) – minimum value for the y-axis (no automated scaling in 3D)

  • y_max (float) – maximum value for the y-axis (no automated scaling in 3D)

  • z_min (float) – minimum value for the z-axis (no automated scaling in 3D)

  • z_max (float) – maximum value for the z-axis (no automated scaling in 3D)

  • title (str) – title of the graph

  • xlabel (str) – label for the x-axis

  • ylabel (str) – label for the y-axis

  • zlabel (str) – label for the z-axis

  • xticks (list) – list of ticks to use for the x-axis

  • fig (Matplotlib.figure.Figure) – existing figure to use if None create a new one

  • ax (Matplotlib.axes.Axes object) – ax on which to plot the data

  • is_logscale_x (bool) – boolean indicating if the x-axis must be set in logarithmic scale

  • is_logscale_y (bool) – boolean indicating if the y-axis must be set in logarithmic scale

  • is_logscale_z (bool) – boolean indicating if the z-axis must be set in logarithmic scale

  • is_disp_title (bool) – boolean indicating if the title must be displayed

  • type (str) – type of 3D graph : “stem”, “surf”, “pcolor” or “scatter”

  • save_path (str) – full path including folder, name and extension of the file to save if save_path is not None

  • is_show_fig (bool) – True to show figure after plot