          self.add_section(frame, "Parameters")
          logger.debug("Building Slider Controls")
          for item in ("avgiterations", "smoothamount"):
              if item == "avgiterations":
                  text = "Iterations to Average:"
                  default = 500
                  rounding = 25
                  min_max = (25, 2500)
 
</s> remove         logger.debug("Building Entry Boxes")
        for item in ("avgiterations", ):
 </s> add         self.add_section(frame, "Parameters")
        logger.debug("Building Slider Controls")
        for item in ("avgiterations", "smoothamount"): </s> remove                 default = "500"

            entframe = ttk.Frame(frame)
            entframe.pack(fill=tk.X, pady=5, padx=5, side=tk.TOP)
            lbl = ttk.Label(entframe, text=text, anchor=tk.W)
            lbl.pack(padx=(0, 2), side=tk.LEFT)

            ctl = ttk.Entry(entframe, width=4, justify=tk.RIGHT)
            ctl.pack(side=tk.RIGHT, anchor=tk.W)
            ctl.insert(0, default)

            hlp = self.set_help(item)
            Tooltip(entframe, text=hlp, wraplength=200)

            self.vars[item] = ctl
        logger.debug("Built Entry Boxes")
 </s> add                 default = 500
                rounding = 25
                min_max = (25, 2500)
            elif item == "smoothamount":
                dtype = float
                text = "Smoothing Amount:"
                default = 0.90
                rounding = 2
                min_max = (0, 0.99)

            ctl = ControlBuilder(frame,
                                 text,
                                 dtype,
                                 default,
                                 label_width=19,
                                 rounding=rounding,
                                 min_max=min_max,
                                 helptext=self.set_help(item))
            self.vars[item] = ctl.tk_var
        logger.debug("Built Sliders") </s> remove     def opts_entry(self, frame):
 </s> add     def opts_slider(self, frame): </s> remove         for item in ("raw", "trend", "avg", "outliers"):
 </s> add         self.add_section(frame, "Display")
        for item in ("raw", "trend", "avg", "smoothed", "outliers"): </s> remove         else:
            for check in ("avg", "trend"):
                if any(item[0].startswith(check) for item in sorted_lines):
                    groupsize = len([item for item in sorted_lines if item[0].startswith(check)])
                    break
 </s> add         elif sorted_lines:
            keys = [key[0][:key[0].find("_")] for key in sorted_lines]
            distinct_keys = set(keys)
            groupsize = len(keys) // len(distinct_keys)
                dtype = int
          self.add_section(frame, "Parameters")
          logger.debug("Building Slider Controls")
          for item in ("avgiterations", "smoothamount"):
              if item == "avgiterations":
                dtype = int
                  text = "Iterations to Average:"
                  default = 500
                  rounding = 25
                  min_max = (25, 2500)
keep keep keep add keep keep keep keep
 Graphing Updates

Add smoothing to Analysis and Training Graph
Replace Trend with Smoothing on Training Graph
Add Smoothing Parameter to Training Graph 
lib/gui/display_analysis.py