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Imputation Time Series Using CNN

The notebook explain how to imputation or forecasting time series using CNN (Convolution Neural Network). The Dataset used is agricultural commodity data from 1993 to 2015. This notebook only uses peanut commodity data for its dataset. The Dataset graph is shown below:

grafik dataset

Result

Model can predict 26 output values from first 8 input values. The result prediction graph is shown below:

prediksi personal