def setup_axes(rows=1, cols=1, figsize=(8, 6), expand=True, tight_layout=None, **kwargs):
    """
    Sets up a figure of size *figsize* with a number of rows (*rows*) and columns (*cols*). \*\*kwargs passed through to :meth:`matplotlib.figure.Figure.add_subplot`.

    .. versionadded:: 1.2

    Parameters
    ----------

    rows : int
        Number of rows to create.
    cols : int
        Number of columns to create.
    figsize : tuple
        Size of figure to create.
    expand : bool
        Make the entire figure with size `figsize`.

    Returns
    -------
    
    fig : :class:`matplotlib.figure.Figure`
        The figure.
    axes : :class:`numpy.ndarray`
        An array of all of the axes. (Unless there's only one axis, in which case it returns an object instance :class:`matplotlib.axis.Axis`.)
    """

    if expand:
        figsize = (figsize[0]*cols, figsize[1]*rows)

    figargs = {}
    if isinstance(tight_layout, dict):
        figargs["tight_layout"] = tight_layout
    elif tight_layout == "pdf":
        figargs["tight_layout"] = {"rect": (0, 0, 1, 0.95)}

    dpi = kwargs.pop('dpi', None)

    fig, gs = _setup_figure(rows=rows, cols=cols, figsize=figsize, dpi=dpi, **figargs)

    axes = _np.empty(shape=(rows, cols), dtype=object)

    for i in range(rows):
        for j in range(cols):
            axes[i, j] = fig.add_subplot(gs[i, j], **kwargs)

    if axes.shape == (1, 1):
        return fig, axes[0, 0]
    else:
        return fig, axes
def setup_axes(rows=1, cols=1, figsize=(8, 6), expand=True, tight_layout=None, **kwargs):
    """
    Sets up a figure of size *figsize* with a number of rows (*rows*) and columns (*cols*). \*\*kwargs passed through to :meth:`matplotlib.figure.Figure.add_subplot`.

    .. versionadded:: 1.2

    Parameters
    ----------

    rows : int
        Number of rows to create.
    cols : int
        Number of columns to create.
    figsize : tuple
        Size of figure to create.
    expand : bool
        Make the entire figure with size `figsize`.

    Returns
    -------
    
    fig : :class:`matplotlib.figure.Figure`
        The figure.
    axes : :class:`numpy.ndarray`
        An array of all of the axes. (Unless there's only one axis, in which case it returns an object instance :class:`matplotlib.axis.Axis`.)
    """

    if expand:
        figsize = (figsize[0]*cols, figsize[1]*rows)

    figargs = {}
    if isinstance(tight_layout, dict):
        figargs["tight_layout"] = tight_layout
    elif tight_layout == "pdf":
        figargs["tight_layout"] = {"rect": (0, 0, 1, 0.95)}

    dpi = kwargs.pop('dpi', None)

    fig, gs = _setup_figure(rows=rows, cols=cols, figsize=figsize, dpi=dpi, **figargs)

    axes = _np.empty(shape=(rows, cols), dtype=object)

    for i in range(rows):
        for j in range(cols):
            axes[i, j] = fig.add_subplot(gs[i, j], **kwargs)

    if axes.shape == (1, 1):
        return fig, axes[0, 0]
    else:
        return fig, axes
def setup_axes ( rows = 1 , cols = 1 , figsize = ( 8 , 6 ) , expand = True , tight_layout = None , * * kwargs ) : if expand : figsize = ( figsize [ 0 ] * cols , figsize [ 1 ] * rows ) figargs = { } if isinstance ( tight_layout , dict ) : figargs [ "tight_layout" ] = tight_layout elif tight_layout == "pdf" : figargs [ "tight_layout" ] = { "rect" : ( 0 , 0 , 1 , 0.95 ) } dpi = kwargs . pop ( 'dpi' , None ) fig , gs = _setup_figure ( rows = rows , cols = cols , figsize = figsize , dpi = dpi , * * figargs ) axes = _np . empty ( shape = ( rows , cols ) , dtype = object ) for i in range ( rows ) : for j in range ( cols ) : axes [ i , j ] = fig . add_subplot ( gs [ i , j ] , * * kwargs ) if axes . shape == ( 1 , 1 ) : return fig , axes [ 0 , 0 ] else : return fig , axes
Sets up a figure of size *figsize* with a number of rows (*rows*) and columns (*cols*). \*\*kwargs passed through to :meth:`matplotlib.figure.Figure.add_subplot`.

    .. versionadded:: 1.2

    Parameters
    ----------

    rows : int
        Number of rows to create.
    cols : int
        Number of columns to create.
    figsize : tuple
        Size of figure to create.
    expand : bool
        Make the entire figure with size `figsize`.

    Returns
    -------
    
    fig : :class:`matplotlib.figure.Figure`
        The figure.
    axes : :class:`numpy.ndarray`
        An array of all of the axes. (Unless there's only one axis, in which case it returns an object instance :class:`matplotlib.axis.Axis`.)
Sets up a figure of size * figsize * with a number of rows ( * rows * ) and columns ( * cols * ) . \ * \ * kwargs passed through to : meth : matplotlib . figure . Figure . add_subplot .