          logger.debug("Building Options")
          self.opts_combobox(frame)
          self.opts_checkbuttons(frame)
          self.opts_loss_keys(frame)
          self.opts_entry(frame)
          self.opts_buttons(frame)
          sep = ttk.Frame(frame, height=2, relief=tk.RIDGE)
          sep.pack(fill=tk.X, pady=(5, 0), side=tk.BOTTOM)
          logger.debug("Built Options")
  
 
</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):
        self.opts_slider(frame)
          logger.debug("Building Options")
          self.opts_combobox(frame)
          self.opts_checkbuttons(frame)
          self.opts_loss_keys(frame)
        self.opts_slider(frame)
          self.opts_buttons(frame)
          sep = ttk.Frame(frame, height=2, relief=tk.RIDGE)
          sep.pack(fill=tk.X, pady=(5, 0), side=tk.BOTTOM)
          logger.debug("Built Options")
  
keep keep keep keep replace keep 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