          """ Add loss key selections """
          logger.debug("Building Loss Key Check Buttons")
          loss_keys = self.session.loss_keys
          lk_vars = dict()
          for loss_key in sorted(loss_keys):
              text = loss_key.replace("_", " ").title()
              helptext = "Display {}".format(text)
              var = tk.BooleanVar()
 
</s> remove     def opts_entry(self, frame):
 </s> add     def opts_slider(self, frame): </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         for item in ("raw", "trend", "avg", "outliers"):
 </s> add         self.add_section(frame, "Display")
        for item in ("raw", "trend", "avg", "smoothed", "outliers"):
        section_added = False
          """ Add loss key selections """
          logger.debug("Building Loss Key Check Buttons")
          loss_keys = self.session.loss_keys
          lk_vars = dict()
        section_added = False
          for loss_key in sorted(loss_keys):
              text = loss_key.replace("_", " ").title()
              helptext = "Display {}".format(text)
              var = tk.BooleanVar()
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