plotting

environments/logging/monitor.py

@@ -45,11 +45,7 @@ class FactoryMonitor:
     def to_pd_dataframe(self):
         import pandas as pd
         df = pd.DataFrame.from_dict(self.to_dict())
-        try:
-            df.loc[0] = df.iloc[0].fillna(0)
-        except IndexError:
-            return None
-        df = df.fillna(method='ffill')
+        df.fillna(0)
         return df
 
     def reset(self):

environments/logging/plotting.py

@@ -15,7 +15,7 @@ def plot(filepath, ext='png', tag='monitor', **kwargs):
 def prepare_plot(filepath, results_df, ext='png', tag=''):
     # %%
 
-    _ = sns.lineplot(data=results_df)
+    _ = sns.lineplot(data=results_df, ci='sd', x='step')
 
     # %%
     sns.set_theme(palette='husl', style='whitegrid')