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1. 12-Month-Forecast-With-LSTM 12-Month-Forecast-With-LSTM Public

   This is an example of LSTM used to forecast the next 12 months on the Air Passengers dataset.

   Jupyter Notebook 38 41

2. RFM-Segmentation-with-Quartiles-Jenks-Natural-Breaks-and-HDBSCAN RFM-Segmentation-with-Quartiles-Jenks-Natural-Breaks-and-HDBSCAN Public

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3. Run-through-of-Holt-Winters-SARIMA-and-FBProphet Run-through-of-Holt-Winters-SARIMA-and-FBProphet Public

   This is a simple notebook comparing the output of Holt-Winters, SARIMA and FBProphet. Information about parameter tuning has not been included.

   Jupyter Notebook 10 10

4. DataScienceTools DataScienceTools Public

   Forked from Jcharis/DataScienceTools

   Useful Data Science and Machine Learning Tools,Libraries and Packages

   Jupyter Notebook 1 2

5. Quarterly-Sales-Forecast-with-Holt-Winters Quarterly-Sales-Forecast-with-Holt-Winters Public

   This is a simple demonstration of using Holt-Winters to forecast quarterly sales amounts that have both trend and seasonality. The data can be found here: https://www.census.gov/retail/index.html

   Jupyter Notebook 1

6. SARIMA-Param-Search-for-Python SARIMA-Param-Search-for-Python Public

   This notebook includes a simple function to find the best SARIMA parameters and fit a model to them.

   Jupyter Notebook 5