This repository contains the source code used for the experimentation developed for my final undergraduate thesis. It is titled "Predicción eficiente de series temporales mediante selección de lags y modelos Extreme Learning Machine" (Efficient time serires forecasting through lags selection and Extreme Machine Learning models).