Petrônio Cândido
4b07599c43
Bugfixes and improvements on multivariate methods
2019-04-12 11:25:13 -03:00
Petrônio Cândido
df047661b9
Documentation update
2019-04-09 17:14:51 -03:00
Petrônio Cândido
0e67b7bc61
Replacing references to FuzzySet.fuzzyfy to Partitioner.fuzzyfy
2019-04-09 16:06:04 -03:00
Petrônio Cândido
d3fa1ea534
Replacing the binary_search for a KDTree on fuzzyfication and other minor improvements on partitioner
2019-04-09 15:17:36 -03:00
Petrônio Cândido
85ff48f48f
Bugfix in partitioners
2019-01-28 13:14:52 -02:00
Petrônio Cândido
b504c8a83c
Bugfix in partitioners.Entropy, not catching fuzzy set names correctly
2019-01-28 11:48:31 -02:00
Petrônio Cândido
6f4bf247f8
Bugfix in partitioners.Entropy, not catching fuzzy set names correctly
2019-01-28 11:44:34 -02:00
Petrônio Cândido
d7d4efad60
Adding multivariate support on all partitioners
2019-01-28 11:23:01 -02:00
Petrônio Cândido
2e1d7fa11a
Spark Distributed; Hyperparameter optimization
2019-01-18 09:06:53 -02:00
Petrônio Cândido
2e186605f7
Single partitioner; documentation update
2018-12-12 19:35:02 -02:00
Petrônio Cândido
1773499059
Optimizations and refactorings on hofts and pwfts; fuzzyfy function on Partitioner; Improvements on cmvfts to enable all models to be used with him
2018-12-05 21:17:34 -02:00
Petrônio Cândido de Lima e Silva
4029b4223d
Adding rounding parameter at partitioner.plot
2018-11-27 12:52:52 -02:00
Petrônio Cândido
8c1fec482d
Clustered MVFTS improvements
2018-11-19 08:30:06 -02:00
Petrônio Cândido
f1994b2e2f
- Hyperparameter tunning: GridSearch
...
- Clustered Multivariate FTS method
2018-11-12 21:24:39 -02:00
Petrônio Cândido
72b34217f8
Bugfix in EntropyPartitioner
2018-11-08 15:54:45 -02:00
Petrônio Cândido
3f435222ac
Bugfixes
2018-10-30 19:00:51 -03:00
Petrônio Cândido
0b63ed118a
Documentation update
2018-10-29 16:48:05 -03:00
Petrônio Cândido
8d15dfa7c3
Documentation update
2018-09-18 16:49:16 -03:00
Petrônio Cândido
197ba17118
Sphinx documentation for ReadTheDocs site
2018-08-30 02:05:29 -03:00
Petrônio Cândido
9089310187
CVFTS bugfixes
2018-08-02 18:29:52 -03:00
Petrônio Cândido
a8ed5a3db7
Bugfix in GridPartitioner, occured error when a BoxCox transformed series has -np.inf values
2018-08-01 11:03:23 -03:00
Petrônio Cândido
aeb8236a7f
Introducing alpha_cut on fuzzyfication processes
2018-06-29 15:35:14 -03:00
Petrônio Cândido
3779496ce1
Improvements on partitioners.Util
2018-05-15 15:52:48 -03:00
Petrônio Cândido
ecfc9db862
PEP 256 documentation
2018-04-14 10:22:02 -03:00
Petrônio Cândido
b65af00526
Bugfixes in pwfts
2018-04-11 14:11:58 -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
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
7a124777f5
Code refactorings and bugfixes
2018-03-02 11:37:09 -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
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
6f455f3215
- Improvements and refactorings on HOFTS, IFTS and PWFTS;
...
- 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
fa231740a5
Nonstationary Fuzzy Sets
2017-09-29 16:00:51 -03:00
Petrônio Cândido
61b5d89009
PWFTS: improved probabilistic forecasting method
2017-09-14 11:37:50 -03:00
Petrônio Cândido de Lima e Silva
0249297e3e
Global refactoring for python packaging system
2017-07-07 10:54:28 -03:00
