Module ImportFrom alias Import alias identifier Import alias identifier Import alias FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam defaults NameLoad Str Num NameLoad body Expr Str Assign TupleStore NameStore NameStore NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad If NameLoad body Assign TupleStore NameStore NameStore TupleLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad keyword NameLoad keyword NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad If NameLoad body Expr Call AttributeLoad NameLoad attr Num Num orelse Expr Call AttributeLoad NameLoad attr Num Num Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults body Expr Str Expr Call AttributeLoad NameLoad attr Num Num Call AttributeLoad Str attr NameLoad keyword Str keyword Str keyword Str keyword Num keyword AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr keyword NameLoad Expr Call AttributeLoad NameLoad attr ListLoad Expr Call AttributeLoad NameLoad attr ListLoad Expr Call AttributeLoad NameLoad attr ListLoad Num Num Expr Call AttributeLoad NameLoad attr keyword Str Expr Call AttributeLoad NameLoad attr keyword Str Expr Call AttributeLoad NameLoad attr keyword Str Expr Call AttributeLoad NameLoad attr keyword Str Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults NameLoad NameLoad body Expr Str Assign NameStore ListLoad Str Str Str Str Str Str Str Str If CompareEq NameLoad Str body Assign NameStore ListLoad Str Str Str Str Str Str Str Str Assign NameStore Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad keyword NameLoad keyword NameLoad Assign NameStore ListLoad Assign NameStore ListLoad For TupleStore NameStore NameStore Call AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr NameLoad If CompareEq NameLoad Str body Assign NameStore ListComp Call NameLoad SubscriptLoad NameLoad Index NameLoad Num comprehension NameStore TupleLoad Num Num Num Num Num Num Num Num orelse Assign NameStore ListComp Call NameLoad SubscriptLoad NameLoad Index NameLoad Num comprehension NameStore TupleLoad Num Num Num Num Num Num Num Num Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr keyword NameLoad keyword NameLoad keyword NameLoad keyword Str keyword AttributeLoad NameLoad attr Expr Call AttributeLoad NameLoad attr Num Expr Call AttributeLoad NameLoad attr Str Expr Call AttributeLoad NameLoad attr keyword NameLoad Expr Call AttributeLoad NameLoad attr ListLoad Expr Call AttributeLoad NameLoad attr ListLoad Expr Call AttributeLoad NameLoad attr ListLoad Num Num Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body Expr Str For TupleStore NameStore NameStore NameLoad body Expr Call AttributeLoad NameLoad attr Num Num keyword NameLoad keyword NameLoad Expr Call AttributeLoad NameLoad attr Num Num Expr Call AttributeLoad NameLoad attr keyword TupleLoad Num Num keyword Num keyword Num keyword Num keyword NameLoad Expr Call AttributeLoad NameLoad attr Str Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam defaults body Expr Str Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore Num Assign NameStore ListLoad NameLoad Assign NameStore ListLoad Num If BoolOpAnd NameLoad NameLoad body Assign NameStore Num Assign NameStore ListLoad NameLoad NameLoad NameLoad orelse If NameLoad body Assign NameStore Num Assign NameStore ListLoad NameLoad NameLoad orelse If NameLoad body Assign NameStore Num Assign NameStore ListLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad Assign NameStore BinOpAdd NameLoad Call NameLoad NameLoad If NameLoad body Assign NameStore Num Assign NameStore BinOpAdd NameLoad NameLoad Assign NameStore ListLoad Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad keyword NameLoad keyword NameLoad Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num keyword Str Assign TupleStore NameStore NameStore NameStore TupleLoad NameLoad NameLoad NameLoad If NameLoad body Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num keyword Str If BoolOpAnd NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num keyword NameLoad keyword Str orelse If NameLoad body Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Index Num keyword NameLoad keyword Str If NameLoad body Assign NameStore Call AttributeLoad NameLoad attr SubscriptLoad NameLoad Slice NameLoad NameLoad keyword NameLoad keyword Str For NameStore TupleLoad NameLoad NameLoad NameLoad NameLoad body If UnaryOpNot NameLoad body Continue Expr Call AttributeLoad NameLoad attr keyword Str Expr Call AttributeLoad NameLoad attr keyword Str Expr Call AttributeLoad NameLoad attr keyword Str Expr Call AttributeLoad NameLoad attr keyword Str Expr Call AttributeLoad NameLoad attr Dict Str Num Return TupleLoad NameLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body Expr Str Assign NameStore AttributeLoad NameLoad attr Assign TupleStore NameStore NameStore NameStore NameStore BinOpMult TupleLoad NameLoad Num For NameStore NameLoad body If CompareEq Call AttributeLoad NameLoad attr Str body Assign NameStore NameLoad orelse If CompareEq Call AttributeLoad NameLoad attr Str body Assign NameStore NameLoad orelse If CompareEq Call AttributeLoad NameLoad attr Str body Assign NameStore NameLoad orelse If CompareEq Call AttributeLoad NameLoad attr Str body Assign NameStore NameLoad If NameLoad body Expr Call AttributeLoad NameLoad attr Return TupleLoad NameLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam defaults NameLoad NameLoad NameLoad NameLoad NameLoad body Expr Str Assign NameStore Call AttributeLoad NameLoad attr Assign SubscriptStore NameLoad Index Str NameLoad Assign NameStore Str If CompareIsNot NameLoad NameLoad body Assign SubscriptStore NameLoad Index Str NameLoad Assign NameStore Str If CompareIsNot NameLoad NameLoad body Assign SubscriptStore NameLoad Index Str NameLoad Assign NameStore Str If CompareIsNot NameLoad NameLoad body Assign SubscriptStore NameLoad Index Str NameLoad Assign NameStore Str If CompareIsNot NameLoad NameLoad body Assign SubscriptStore NameLoad Index Str NameLoad Assign NameStore Str If CompareIsNot NameLoad NameLoad body Assign SubscriptStore NameLoad Index Str NameLoad Assign NameStore Str Return TupleLoad TupleLoad NameLoad NameLoad NameLoad NameLoad NameLoad NameLoad NameLoad decorator_list
N/A jmpy common N/A pandas pd N/A matplotlib.gridspec gs N/A warnings cumprob N/A N/A x ax color marker alpha swapxy N/A None . 1 False N/A N/A 
    Create a cumprob plot on a provided axes
     N/A N/A sigma pct vals N/A N/A N/A common stats pct_sigma x N/A swapxy N/A N/A N/A vals pct N/A pct vals N/A N/A N/A ax scatter vals pct color color marker marker alpha alpha N/A N/A N/A ax plot vals pct N/A swapxy N/A N/A N/A N/A ax set_xlim 0 1 N/A N/A N/A N/A ax set_ylim 0 1 N/A ax N/A regressiontable N/A N/A text ax fig N/A N/A N/A 
    Creates the table for the scatter plot.
    Pass in text and you get a axis back.
     N/A N/A N/A ax text 0 1 N/A N/A {} format text horizontalalignment left verticalalignment top family Courier New fontsize 12 transform N/A ax transAxes N/A N/A N/A ax set_axis_bgcolor white N/A N/A N/A ax grid b False N/A N/A N/A ax set_xticklabels N/A N/A N/A N/A ax set_yticklabels N/A N/A N/A N/A ax set_ylim N/A 0 1 N/A N/A N/A ax tick_params top off N/A N/A N/A ax tick_params bottom off N/A N/A N/A ax tick_params right off N/A N/A N/A ax tick_params left off N/A ax N/A datatable N/A N/A x data ax by probs N/A None None N/A N/A 
    Create a datatable on a provided axes
     N/A headers N/A Mean Stdev Min 05% 50% 95% Max N N/A N/A probs bayes N/A N/A headers N/A Mean Stdev Min 2.5% 50% 97.5% Max N N/A stats N/A N/A N/A common stats array_stats x data data by by N/A groups N/A N/A values N/A N/A N/A group tup N/A N/A stats items N/A N/A N/A N/A groups append group N/A N/A probs bayes N/A N/A array N/A N/A round N/A tup N/A val 3 N/A val N/A 0 1 2 3 6 9 10 11 N/A N/A array N/A N/A round N/A tup N/A val 3 N/A val N/A 0 1 2 4 6 8 10 11 N/A N/A N/A values append array N/A tab N/A N/A ax table cellText values rowLabels groups colLabels headers loc upper left transform N/A ax transAxes N/A N/A N/A tab set_fontsize 8 N/A N/A N/A ax set_axis_bgcolor white N/A N/A N/A ax grid b False N/A N/A N/A ax set_xticklabels N/A N/A N/A N/A ax set_yticklabels N/A N/A N/A N/A ax set_ylim N/A 0 1 N/A ax N/A legend N/A N/A labelcolor axl N/A N/A N/A 
    creates a legend axes given a list of name, color tuple and an axes name
     N/A N/A label color labelcolor N/A N/A N/A N/A axl scatter 1 1 c color label label N/A N/A N/A axl set_ylim 0 0.1 N/A N/A N/A axl legend bbox_to_anchor N/A 0 1 loc 2 borderaxespad 0 scatterpoints 1 frameon False N/A N/A N/A axl axis off N/A axl N/A create_axes N/A N/A cumprob legend dt fig N/A N/A N/A 
    Private method to create all the axes
     N/A rows 1 N/A cols 1 N/A main_width 15 N/A cumprob_w 5 N/A legend_w 1 N/A width_array N/A main_width N/A height_array N/A 1 N/A N/A cumprob legend N/A N/A cols 3 N/A width_array N/A main_width cumprob_w legend_w N/A N/A cumprob N/A N/A cols 2 N/A width_array N/A main_width cumprob_w N/A N/A legend N/A N/A cols 2 N/A width_array N/A main_width legend_w N/A dt_start N/A len width_array N/A dt_end N/A dt_start N/A len width_array N/A dt N/A N/A rows 2 N/A width_array N/A width_array width_array N/A height_array N/A 2 1 N/A grid N/A N/A gs GridSpec rows cols width_ratios width_array height_ratios height_array N/A axm N/A N/A fig add_subplot N/A grid N/A 0 label axm N/A N/A axc axl axt N/A None None None N/A cumprob N/A N/A axc N/A N/A fig add_subplot N/A grid N/A 1 label axc N/A N/A legend cumprob N/A N/A axl N/A N/A fig add_subplot N/A grid N/A 2 frameon False label axl N/A N/A legend N/A N/A axl N/A N/A fig add_subplot N/A grid N/A 1 frameon False label axl N/A dt N/A N/A axt N/A N/A fig add_subplot N/A grid N/A dt_start dt_end frameon False label axt N/A ax N/A axm axc axl axt N/A N/A N/A ax N/A N/A N/A N/A N/A ax tick_params top off N/A N/A N/A ax tick_params bottom off N/A N/A N/A ax tick_params right off N/A N/A N/A ax tick_params left off N/A N/A N/A fig set_tight_layout N/A w_pad -2 N/A N/A axm axc axl axt N/A get_axes N/A N/A fig clear N/A True N/A N/A 
    Private method to get all the axes from a figure,
    but put in the correct order
     N/A axes N/A fig axes N/A N/A axm axc axl axt N/A N/A None 4 N/A ax axes N/A N/A N/A N/A N/A ax get_label axm N/A N/A axm ax N/A N/A N/A N/A N/A ax get_label axc N/A N/A axc ax N/A N/A N/A N/A N/A ax get_label axl N/A N/A axl ax N/A N/A N/A N/A N/A ax get_label axt N/A N/A axt ax N/A clear N/A N/A N/A N/A ax cla N/A N/A axm axc axl axt N/A create_df N/A N/A x y z legend rows cols N/A None None None None None N/A N/A 
    create a generic dataframe from supplied numpy arrays
     N/A df N/A N/A pd DataFrame N/A N/A df N/A x x N/A x x N/A N/A y None N/A N/A N/A df N/A y y N/A y y N/A N/A legend None N/A N/A N/A df N/A legend legend N/A legend legend N/A N/A z None N/A N/A N/A df N/A z z N/A z z N/A N/A cols None N/A N/A N/A df N/A cols cols N/A cols cols N/A N/A rows None N/A N/A N/A df N/A rows rows N/A rows rows N/A N/A N/A x y legend z cols rows df N/A