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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.
SayamAlt/Industrial-Production-Index-Time-Series-Forecasting
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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.
Topics
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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