pyfts / nsfts

Forecasting in Non-stationary Environments with FuzzyTime Series

Forecasting in Non-stationary Environments with FuzzyTime Series

MINDS - Machine Intelligence and Data Science Lab

Petrônio C. L. Silva , Carlos A. Severiano Jr. , Marcos A. Alves , Rodrigo Silva , Miri Weiss Cohen , Frederico G. Guimarães

nsfts's Issues

will it work for multivariate time series

great code thanks
may you clarify :
will it work for multivariate time series prediction both regression and classification
1
where all values are continues values
2
or even will it work for multivariate time series where values are mixture of continues and categorical values
for example 2 dimensions have continues values and 3 dimensions are categorical values

color        weight     gender  height  age  

1 black 56 m 160 34
2 white 77 f 170 54
3 yellow 87 m 167 43
4 white 55 m 198 72
5 white 88 f 176 32

basic Nx1 d array for forecasting

Hi @petroniocandido I am really interested in the work!
I was wondering if i have a basic nX1 d array, I am trying to work out how to call the train and test function on the data.
would you have small example that you can share.
Best,
Andrew