Deprecation warning about DataFrame index on "Timeseries_Data_analysis.ipynb"

[guillempuche]

Warning:

You have to change lines:

• aq_df_2016=aq_df['2016'] for aq_df_2016=aq_df.loc['2016']
• df_2014= aq_df['2014'].reset_index() for df_2014= aq_df.loc['2014'].reset_index()
• df_2015 = aq_df['2015'].reset_index() for df_2015 = aq_df.loc['2015'].reset_index()
• On several lines aq_df_2015=aq_df['2015'] for aq_df_2015=aq_df.loc['2015']

I'm using:

• pandas 1.2.3
• python 3.8.8

[srivatsan88]

Thanks will make the changes and I modified my code and ran it on fit instead of fit_generator with TF2.5 and it works

early_stopping = tf.keras.callbacks.EarlyStopping(monitor='val_loss', patience=2, mode='min')

model.compile(loss=tf.losses.MeanSquaredError(), optimizer=tf.optimizers.Adam(), metrics=[tf.metrics.MeanAbsoluteError()])

history = model.fit(train_generator, epochs=20, validation_data=val_generator, shuffle=False, callbacks=[early_stopping])

Will upload it once I add additional details to it