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azrai99 commited on
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a709b08
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1 Parent(s): 00cddc5

Update app.py

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Files changed (1) hide show
  1. app.py +24 -18
app.py CHANGED
@@ -207,11 +207,13 @@ def transfer_learning_forecasting():
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  st.session_state.df = df
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  columns = df.columns.tolist() # Convert Index to list
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- if 'ds' in columns and 'unique_id' in columns:
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- options = columns.remove('ds')
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- options.remove('unique_id')
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  ds_col = st.selectbox("Select Date/Time column", options=columns, index=columns.index('ds') if 'ds' in columns else 0)
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- y_col = st.selectbox("Select Target column", options=options, index=0)
 
 
 
 
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  st.session_state.ds_col = ds_col
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  st.session_state.y_col = y_col
@@ -290,11 +292,13 @@ def dynamic_forecasting():
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  st.session_state.df = df
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  columns = df.columns.tolist() # Convert Index to list
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- if 'ds' in columns and 'unique_id' in columns:
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- options = columns.remove('ds')
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- options.remove('unique_id')
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  ds_col = st.selectbox("Select Date/Time column", options=columns, index=columns.index('ds') if 'ds' in columns else 0)
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- y_col = st.selectbox("Select Target column", options=options, index=0)
 
 
 
 
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  df = df.rename(columns={ds_col: 'ds', y_col: 'y'})
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@@ -331,13 +335,14 @@ def timegpt_fcst():
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  df = load_default()
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  st.session_state.df = df
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- # Column selection
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  columns = df.columns.tolist() # Convert Index to list
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- if 'ds' in columns and 'unique_id' in columns:
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- options = columns.remove('ds')
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- options.remove('unique_id')
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  ds_col = st.selectbox("Select Date/Time column", options=columns, index=columns.index('ds') if 'ds' in columns else 0)
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- y_col = st.selectbox("Select Target column", options=options, index=0)
 
 
 
 
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  df = df.rename(columns={ds_col: 'ds', y_col: 'y'})
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@@ -375,13 +380,14 @@ def timegpt_anom():
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  df = load_default()
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  st.session_state.df = df
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- # Column selection
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  columns = df.columns.tolist() # Convert Index to list
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- if 'ds' in columns and 'unique_id' in columns:
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- options = columns.remove('ds')
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- options.remove('unique_id')
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  ds_col = st.selectbox("Select Date/Time column", options=columns, index=columns.index('ds') if 'ds' in columns else 0)
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- y_col = st.selectbox("Select Target column", options=options, index=0)
 
 
 
 
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  df = df.rename(columns={ds_col: 'ds', y_col: 'y'})
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  st.session_state.df = df
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  columns = df.columns.tolist() # Convert Index to list
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+ opt = []
 
 
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  ds_col = st.selectbox("Select Date/Time column", options=columns, index=columns.index('ds') if 'ds' in columns else 0)
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+ if 'ds' in columns and 'unique_id' in columns:
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+ columns.pop('ds')
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+ columns.pop('unique_id')
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+ opt = columns
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+ y_col = st.selectbox("Select Target column", options=opt, index=0)
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  st.session_state.ds_col = ds_col
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  st.session_state.y_col = y_col
 
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  st.session_state.df = df
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  columns = df.columns.tolist() # Convert Index to list
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+ opt = []
 
 
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  ds_col = st.selectbox("Select Date/Time column", options=columns, index=columns.index('ds') if 'ds' in columns else 0)
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+ if 'ds' in columns and 'unique_id' in columns:
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+ columns.pop('ds')
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+ columns.pop('unique_id')
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+ opt = columns
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+ y_col = st.selectbox("Select Target column", options=opt, index=0)
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  df = df.rename(columns={ds_col: 'ds', y_col: 'y'})
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  df = load_default()
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  st.session_state.df = df
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  columns = df.columns.tolist() # Convert Index to list
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+ opt = []
 
 
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  ds_col = st.selectbox("Select Date/Time column", options=columns, index=columns.index('ds') if 'ds' in columns else 0)
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+ if 'ds' in columns and 'unique_id' in columns:
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+ columns.pop('ds')
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+ columns.pop('unique_id')
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+ opt = columns
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+ y_col = st.selectbox("Select Target column", options=opt, index=0)
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  df = df.rename(columns={ds_col: 'ds', y_col: 'y'})
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  df = load_default()
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  st.session_state.df = df
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  columns = df.columns.tolist() # Convert Index to list
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+ opt = []
 
 
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  ds_col = st.selectbox("Select Date/Time column", options=columns, index=columns.index('ds') if 'ds' in columns else 0)
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+ if 'ds' in columns and 'unique_id' in columns:
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+ columns.pop('ds')
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+ columns.pop('unique_id')
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+ opt = columns
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+ y_col = st.selectbox("Select Target column", options=opt, index=0)
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  df = df.rename(columns={ds_col: 'ds', y_col: 'y'})
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