Industrial Production Index Time Series Forecasting using a range of models including Holt-Winters, ARIMA, SARIMA, LSTMs, and Facebook's Prophet. The project focuses on predicting production trends through model evaluation, tuning, and visualization of forecasted outcomes.
deep-learning recurrent-neural-networks statsmodels lstm-neural-networks sarimax facebook-prophet-forecasting triple-exponential-smoothing simple-exponential-smoothing time-series-forecasting arima-forecasting holt-winters-forecasting augmented-dickey-fuller-test double-exponential-smoothing pacf-autocorrelation acf-autocorrelation time-series-generation model-training-and-evaluation
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Updated
Oct 9, 2024 - Jupyter Notebook