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forecast-sales

This github code repository is a companion to Medium articles:


Forecast Sales Using Prophet

  • forecast_sales_using_prophet_basic.ipynb: Create Sales Forecast with Prophet (https://sungkim11.medium.com/forecast-sales-using-prophet-90b6bbd18f8f)
  • forecast_sales_using_prophet_regressors.ipynb: Fine Tune Sales Forecast with Prophet Regressors (https://sungkim11.medium.com/forecast-sales-using-prophet-with-regressors-b19adf8080ab)
  • forecast_sales_using_prophet_logistic.ipynb: Fine Tune Sales Forecast with Prophet Logistic Growth (https://sungkim11.medium.com/fine-tune-sales-forecast-with-prophet-logistic-growth-34276542141)

    • Forecast Sales Using Oribit
  • forecast_sales_using_orbit_dlt.ipynb: Create Sales Forecast with Orbit using Damped Local Trend (DLT) model (https://sungkim11.medium.com/create-sales-forecast-with-orbit-2218056083b6)
  • forecast_sales_using_orbit_lgt.ipynb: Create Sales Forecast with Orbit using Local Global Trend (LGT) model
    •