Commit Graph

223 Commits

Author SHA1 Message Date
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
cbc0974a3b Merge branch 'master' of https://github.com/petroniocandido/pyFTS 2018-03-02 11:37:36 -03:00
Petrônio Cândido
7a124777f5 Code refactorings and bugfixes 2018-03-02 11:37:09 -03:00
Petrônio Cândido de Lima e Silva
c730df8051
Update README.md 2018-03-01 23:09:14 -03:00
Petrônio Cândido de Lima e Silva
97b1875fc6
Update README.md 2018-03-01 19:32:45 -03:00
Petrônio Cândido
3186fb96e8 - multivariate notebook 2018-03-01 17:30:39 -03:00
Petrônio Cândido
5e7c4794e2 - First fully-functional multivariate FTS method (multiavariate extension of Chen's method) 2018-03-01 14:13:17 -03:00
Petrônio Cândido
0e2ea9927d - Initial infrastructure for multivariate methods 2018-02-28 14:40:03 -03:00
Petrônio Cândido
1d583e8b0a - Seasonal partitioner 2018-02-28 13:45:55 -03:00
Petrônio Cândido
7a2dd7e54c Notebooks and method bugfixes and refactoring 2018-02-27 18:30:20 -03:00
Petrônio Cândido
37862c661d - More data files and artificial data generators 2018-02-27 12:56:05 -03:00
Petrônio Cândido
fc2e118576 -Data folder 2018-02-26 15:57:59 -03:00
Petrônio Cândido
e4838693a6 - Deep refactor on project folders 2018-02-26 13:29:11 -03:00
Petrônio Cândido
6e4df0ce33 - Deep refactor on function names for 2018-02-26 13:11:29 -03:00
Petrônio Cândido
09e5415929 bugfixes 2017-11-14 07:36:14 -02:00
Petrônio Cândido
2b038968f7 BoxCox Transformation 2017-10-25 10:09:28 -02:00
Petrônio Cândido
e9b86d7025 Conditional Variance FTS 2017-10-20 16:04:56 -02:00
Petrônio Cândido
2ea599fdb8 High Order Nostationary Fuzzy Time Series - HONSFTS 2017-10-17 00:18:12 -02:00
Petrônio Cândido
6f455f3215 - Improvements and refactorings on HOFTS, IFTS and PWFTS;
- Complete version of NSFTS
2017-10-11 22:51:50 -03:00
Petrônio Cândido
ce71dc20cb - Bugfixes caused by FLRG improvements and refactorings on affected classes 2017-10-06 19:36:03 -03:00
Petrônio Cândido
04b1ffea85 - FLRG improvements and refactorings on affected classes 2017-10-06 15:09:10 -03:00
Petrônio Cândido
a89ec9dd46 - Introducing new superclass FLRG and general refactoring 2017-10-06 14:08:46 -03:00
Petrônio Cândido
a8e3ba4810 - Non Stationary Fuzzy Time Series - NSFTS: stable version 2017-10-06 13:04:33 -03:00
Petrônio Cândido
b3db1a60a3 Non Stationary Fuzzy Time Series - NSFTS 2017-10-05 14:30:57 -03:00
Petrônio Cândido
80583cc202 - Non Stationary Fuzzy Sets - Refactoring 2017-10-04 23:48:25 -03:00
Petrônio Cândido
c38a3747f0 - Non Stationary Fuzzy Sets 2017-10-04 23:29:57 -03:00
Petrônio Cândido
fa231740a5 Nonstationary Fuzzy Sets 2017-09-29 16:00:51 -03:00
Petrônio Cândido
71cbb84574 Seasonal models refactoring; Composite fuzzy sets; Seasonal fuzzy set 2017-09-28 10:16:28 -03:00
Petrônio Cândido
a0016a7371 Non Stationary Fuzzy Sets - refactoring 2017-09-27 23:35:32 -03:00
Petrônio Cândido
921dd5d146 - Non Stationary Fuzzy Sets 2017-09-27 22:26:03 -03:00
Petrônio Cândido
b783f7bb15 - Bugfix at Measures.crps 2017-09-27 15:33:32 -03:00
Petrônio Cândido
cda8ba80d4 - Non Stationary Fuzzy Sets 2017-09-27 14:54:41 -03:00
Petrônio Cândido
9fb79ea080 PWFTS new m-step-ahead probabilistic forecasting method 2017-09-22 21:08:26 -03:00
Petrônio Cândido
1ec03d34de PWFTS new one-step-ahead probabilistic and quantile-interval forecasts 2017-09-20 14:31:45 -03:00
Petrônio Cândido
61b5d89009 PWFTS: improved probabilistic forecasting method 2017-09-14 11:37:50 -03:00
Petrônio Cândido
0764d249ea Several bugfixes and refactorings 2017-09-08 14:18:02 -03:00
Petrônio Cândido
b672cdf08a - Partition function on FuzzySet 2017-08-17 15:40:35 -03:00
Petrônio Cândido
7a7ff4f3e3 pkg1.1.1 2017-07-11 21:44:35 -03:00
Petrônio Cândido
862382aa50 Several Bugfixes on benchmarks; ProbabilityDistribution on arima and quantreg; Including models.seasonal on setup.py 2017-07-11 21:43:13 -03:00
Petrônio Cândido
8fea727560 Bugfix at fts.forecastAhead; forecastDistribution with ProbabilityDistribution on benchmarks.arima 2017-07-10 23:37:09 -03:00
Petrônio Cândido
5503cd26a4 Bugfix: setup.py did not imported the subpackages 2017-07-10 13:13:48 -03:00
Petrônio Cândido
5265b2d234 Bugfix: setup.py did not imported the subpackages 2017-07-10 13:11:36 -03:00
Petrônio Cândido de Lima e Silva
0249297e3e Global refactoring for python packaging system 2017-07-07 10:54:28 -03:00
Petrônio Cândido de Lima e Silva
dd54133468 Bugfixes and improvements on ProbabilityDistribution 2017-07-06 15:28:08 -03:00
Petrônio Cândido de Lima e Silva
011e0ee4ce - Bugfixes and improvements on ProbabilityDistribution and KDE, msfts
- Scale Transformation
2017-07-05 15:35:22 -03:00
Petrônio Cândido de Lima e Silva
962ef89bcf - Optimizations and bugfixes on Multi Seasonal Ensemble
- Bugfixes on ProbabilityDistribution
 - Indexers on Partitioners
2017-07-04 16:30:53 -03:00
Petrônio Cândido de Lima e Silva
9861189d50 - Optimizations and bugfixes on Multi Seasonal Ensemble
- Several Bugfixes
 - KDE on ProbabilityDistribution
2017-07-04 12:18:07 -03:00
Petrônio Cândido de Lima e Silva
7e98b34b16 - Refactoring: moving Ensemble methods to subpackage ensemble
- Parallel Seasonal Ensemble
2017-07-03 18:39:10 -03:00
Petrônio Cândido de Lima e Silva
9bfd931e45 - Improvements on probability distributions and KDE
- Seasonal Ensemble
2017-07-01 19:42:45 -03:00