13 Commits

Author SHA1 Message Date
Petrônio Cândido
9e0a4e312f Bugfixes in FTS.forecast_ahead 2018-09-10 10:33:47 -03:00
Petrônio Cândido de Lima e Silva
957fea69bf
Changing HOFTS minimal order to 1 2018-08-13 14:53:33 -03:00
Petrônio Cândido
07bfceae78 Introducing FTS.lags, the lag indexing for HOFTS, IFTS and PWFTS 2018-07-02 18:55:28 -03:00
Petrônio Cândido
aeb8236a7f Introducing alpha_cut on fuzzyfication processes 2018-06-29 15:35:14 -03:00
Petrônio Cândido
ffd97bacfc Minor code standadization on models; Improvements and bugfixes on benchmarks 2018-05-08 17:59:53 -03:00
Petrônio Cândido
34995b72f8 Minor bugfixes 2018-04-24 15:47:28 -03:00
Petrônio Cândido
33dbeb8965 Minor bugfixes on pwfts.models 2018-04-24 12:57:40 -03:00
Petrônio Cândido
50c2b501b1 Refactoring to centralize the apply_transformations and apply_transformations_inverse inside fts.predict method 2018-04-11 01:12:55 -03:00
Petrônio Cândido
3d64c5065e - Bugfixes due to refactorings 2018-03-05 15:07:02 -03:00
Petrônio Cândido
9718f48b39 - common.Util.distributed_train
- Big refactoring to change FTS.sets from list to dict. This refactoring allow to remove references to the fuzzy sets from the FLRG and save memory.
 - HOFTS and PWFTS train and forecasting simplification by using the method generate_lhs_flrg
 - Small others bugfixes/improvements
2018-03-03 20:07:50 -03:00
Petrônio Cândido
00db6a30ad - Compacting datasets with bz2
- Refactoring generate_flrg and train methods
 - Introducing batches and model saving on fit method
2018-03-02 19:20:21 -03:00
Petrônio Cândido
7a2dd7e54c Notebooks and method bugfixes and refactoring 2018-02-27 18:30:20 -03:00
Petrônio Cândido
e4838693a6 - Deep refactor on project folders 2018-02-26 13:29:11 -03:00