WesleyJw / Time-Series

This repository contains all projects related to forecasting values with time series data. The projects address both the classic methodology with the Box-Jenkins method, as well as newer approaches, such as the use of the Prophet library on facebook, as well as advanced Machine Learning methods, such as: XBoostRegressor, Artificial Neural Networks, Deep Networks and Recurrent Networks.

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Time-Series Projects

This repository contains all projects related to forecasting values with time series data. The projects address both the classic methodology with the Box-Jenkins method:

  • Arima;
  • Sarima;
  • Seasonality sarima.

Newer approaches were applied, such as:

  • Prophet library on facebook;

Aand dvanced Machine Learning methods, such as:

  • XBoostRegressor;
  • Artificial Neural Networks;
  • Deep Networks and Recurrent Networks.

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This repository contains all projects related to forecasting values with time series data. The projects address both the classic methodology with the Box-Jenkins method, as well as newer approaches, such as the use of the Prophet library on facebook, as well as advanced Machine Learning methods, such as: XBoostRegressor, Artificial Neural Networks, Deep Networks and Recurrent Networks.


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