Petrônio Cândido
b058ed5daa
common.Util.plot_rules; CVFTS bugfixes and other nonstationary sets improvements
2018-05-22 11:39:17 -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
abe9a45a47
k-Nearest Neighbors benchmark method
2018-04-25 11:36:01 -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
f3c6eda2ec
SQLITE3 interface for benchmarks; Support for for ProbabilityDistribution on Differentiation
2018-04-22 16:59:17 -03:00
Petrônio Cândido
ecfc9db862
PEP 256 documentation
2018-04-14 10:22:02 -03:00
Petrônio Cândido
3db6e69119
Improvements on benchmarks
2018-04-13 15:23:54 -03:00
Petrônio Cândido
ff23d874bc
Logo and icon
2018-04-12 17:47:54 -03:00
Petrônio Cândido
b65af00526
Bugfixes in pwfts
2018-04-11 14:11:58 -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
1312d96246
Bugfixes at pwfts.forecast_ahead_distribution
2018-04-09 14:52:25 -03:00
Petrônio Cândido
1d7801bdbf
- Benchmark refactoring to expose a unified and simpler interface (the method sliding_window_benchmarks)
...
- Improvements at FTS.fit and FTS.predict
- PWFTS bugfixes and improvements
2018-04-09 11:09:28 -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
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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
5e7c4794e2
- First fully-functional multivariate FTS method (multiavariate extension of Chen's method)
2018-03-01 14:13:17 -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
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
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
6f455f3215
- Improvements and refactorings on HOFTS, IFTS and PWFTS;
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- Complete version of NSFTS
2017-10-11 22:51:50 -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
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
cda8ba80d4
- Non Stationary Fuzzy Sets
2017-09-27 14:54:41 -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 de Lima e Silva
0249297e3e
Global refactoring for python packaging system
2017-07-07 10:54:28 -03:00
