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
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- 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
