/Time-series-forcasting

Primary LanguageJupyter Notebook

#Time Series Forecasting

Prediction - ML LSTM:

  1. LSTM_Real_Data.ipynb
  2. LSTM_EBM.ipynb
  3. LSTM_ABM.ipynb

Prediction - prophet:

  1. prophet_RTD.ipynb
  2. prophet_EBM.ipynb
  3. prophet_ABM.ipynb

Prediction -classical times series [ARIMA]:

  1. Real_data_classic_time_series_.ipynb
  2. EBM_data_classic_time_series.ipynb
  3. ABM_data_classic_time_series.ipynb

Fitting ABM and EBM models and find RMSE

  1. SEIR_Fit_EBM.ipynb
  2. SEIR_Fit_ABM.ipynb

For running the Notebook please clone this folder and update the path in the first block code in each Notebook file