For further releases visit https://github.com/Grasia/knnp
knnp : Time Series Prediction using K-Nearest Neighbors Algorithm (Parallel)
=========== First release has been developed as an End-of-Degree Project.
This package intends to provide R users or anyone interested in the field of time series prediction the possibility of aplying the k-nearest neighbors algorithm to time series prediction problems. Two main functionalities are provided:
- Time series prediction using this method.
- Optimization of parameteres k and d of the algorithm.
All the code involved has been optimized to:
- Parallelize critic components as the process of optimization of parameteres k and d or the calculation of distances.
- Use memory efficiently.
- Daniel Bastarrica Lacalle
- Javier Berdecio Trigueros
AGPL-3