I am after forecasting some volumes for different products for a project I am currently working for.
In order to do so I want to implement different methodologies:
- ARIMA
- SARIMA
- LSTM (RNN)
- Neural Network
- Another method
I want to have a script for each of the models listed above. As you must know, for me to select what is the best model to use I need to have a accuracy measurement. The ones I need to you to display are the following:
- MAPE
- RSME
- Another one you consider important for this task.
Also, there are some hyper parameters that need to be tunned depending on the model: as in SARIMA(p,d,q)(P,D,Q,m). I want the model to do grill search in order to find the best parameters for the model when possible. I know it is possible for ARIMA/SARIMA we can discuss about LSTM AND NN.
The input will have always the same structure as the document that will be provided. As an output I need to have a 90 days ahead forecast.
Let me know if you are interested as I need to start working on that ASAP.
About the recuiterMember since May 20, 2018 Jack Ilamaran
from Missouri, United States