@@ -562,6 +562,7 @@ def interactive_hist(
562562 bins = "auto" ,
563563 weights = None ,
564564 figsize = None ,
565+ ax = None ,
565566 slider_format_string = None ,
566567 display = True ,
567568 force_ipywidgets = False ,
@@ -587,6 +588,8 @@ def interactive_hist(
587588 figsize : tuple or scalar
588589 If tuple it will be used as the matplotlib figsize. If a number
589590 then it will be used to scale the current rcParams figsize
591+ ax : matplotlib axis, optional
592+ if None a new figure and axis will be created
590593 slider_format_string : None, string, or dict
591594 If None a default value of decimal points will be used. For ipywidgets this uses the new f-string formatting
592595 For matplotlib widgets you need to use `%` style formatting. A string will be used as the default
@@ -633,7 +636,7 @@ def f(loc, scale):
633636 )
634637
635638 ipympl = notebook_backend ()
636- fig , ax = _gogogo_figure (ipympl , figsize = figsize )
639+ fig , ax = _gogogo_figure (ipympl , figsize = figsize , ax = ax )
637640 use_ipywidgets = ipympl or force_ipywidgets
638641
639642 pc = PatchCollection ([])
@@ -689,6 +692,7 @@ def interactive_scatter(
689692 label = None ,
690693 xlim = "stretch" ,
691694 ylim = "stretch" ,
695+ ax = None ,
692696 slider_format_string = None ,
693697 title = None ,
694698 figsize = None ,
@@ -728,6 +732,8 @@ def interactive_scatter(
728732 ylim : string or tuple of floats, optional
729733 If a tuple it will be passed to ax.set_ylim. Other options are same
730734 as xlim
735+ ax : matplotlib axis, optional
736+ if None a new figure and axis will be created
731737 slider_format_string : None, string, or dict
732738 If None a default value of decimal points will be used. For ipywidgets this uses the new f-string formatting
733739 For matplotlib widgets you need to use `%` style formatting. A string will be used as the default
@@ -794,7 +800,7 @@ def _prep_size(s):
794800
795801 params = {}
796802 ipympl = notebook_backend ()
797- fig , ax = _gogogo_figure (ipympl , figsize )
803+ fig , ax = _gogogo_figure (ipympl , figsize , ax )
798804 use_ipywidgets = ipympl or force_ipywidgets
799805 slider_format_strings = _create_slider_format_dict (slider_format_string , use_ipywidgets )
800806 scats = []
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