Commit Graph

317 Commits

Author SHA1 Message Date
Petrônio Cândido
354a3131c9 Refactoring to remove FTS.sets attribure; Refactoring to move Partitioner.extract to a class method; Bugfixes in distributed fit and predict 2019-06-20 17:38:36 -03:00
Petrônio Cândido
f2bf2b5d87 Improvements of hyperparam.Evolutive, flexibilization and modularization of the GA 2019-06-17 13:50:40 -03:00
Petrônio Cândido
6e32f1ecb9 Improvements on MVFTS.forecast_ahead for supporting CMVFTS many steps ahead forecasts 2019-06-17 11:40:24 -03:00
Petrônio Cândido
8818cfe529 Bugfix on MVFTS.forecast_ahead 2019-06-17 10:57:09 -03:00
Petrônio Cândido
c7dd392575 Bugfix on FTS.uod_clip for MVFTS methods 2019-06-17 09:25:47 -03:00
Petrônio Cândido de Lima e Silva
67b2104445
Update ResidualAnalysis.py 2019-06-11 16:59:48 -03:00
Petrônio Cândido de Lima e Silva
ef29c794c5
Update ResidualAnalysis.py 2019-06-11 16:57:58 -03:00
Petrônio Cândido de Lima e Silva
098c5fddc2
Ljung-Box test in ResidualAnalysis 2019-06-11 16:40:42 -03:00
Petrônio Cândido de Lima e Silva
461b3bd850
Improvement on Box-Ljung text in Residual Analysis 2019-06-11 13:07:27 -03:00
Petrônio Cândido de Lima e Silva
16edb0deee
Bugfixes in ResidualAnalysis 2019-06-11 13:03:18 -03:00
Petrônio Cândido
48fcf8daca Improvements on forecast_ahead benchmarks 2019-06-10 13:33:53 -03:00
Petrônio Cândido
471e096208 New benchmarks.Tests module; Improvements on forecast_ahead_* function; Documentation update 2019-06-06 11:04:20 -03:00
Petrônio Cândido
606c557214 Minor bugfixes on benchmarking methods 2019-06-04 13:26:40 -03:00
Petrônio Cândido
f072d73d1b Bugfix in benchmarks.knn 2019-06-02 15:36:17 -03:00
Petrônio Cândido
2149b4d041 Improvements on IFTS and WIFTS (forecast_interval_ahead) 2019-06-01 19:11:32 -03:00
Petrônio Cândido
e10aa1e872 Improvements on benchmarks.sliding_window_benchmarks2 2019-06-01 17:05:29 -03:00
Petrônio Cândido
1957c26105 Improvements on common.Util.plot_intervals2 2019-06-01 15:04:01 -03:00
Petrônio Cândido
f4dec685bc Improvements on benchmarks.knn 2019-06-01 14:58:39 -03:00
Petrônio Cândido
0dc2fabdcc New version of sliding_window_benchmarks; Bugfixes in benchmarks, ifts and ensemble] 2019-05-31 18:32:53 -03:00
Petrônio Cândido
9b90853f6b Gaussian Process Regression benchmark method 2019-05-31 10:13:46 -03:00
Petrônio Cândido
18c0fed021 Gaussian Process Regression benchmark method 2019-05-30 15:28:50 -03:00
Petrônio Cândido
5f667c8680 Bugfixes and improvements on benchmarking methods 2019-05-30 11:36:55 -03:00
Petrônio Cândido
99c36fc5e9 Bugfix in common.Util.plot_interval2 2019-05-30 10:22:59 -03:00
Petrônio Cândido
985e91f2ee Bugfixes and improvements on benchmark methods 2019-05-30 10:07:32 -03:00
Petrônio Cândido
ac71ee34c6 ensemble.SimpleEnsembleFTS 2019-05-30 07:59:12 -03:00
Petrônio Cândido
9b2f286bab Bugfixes and improvements in benchmarks, arima and quantreg 2019-05-30 00:03:01 -03:00
Petrônio Cândido de Lima e Silva
46b719464f
Typo error in Util.py 2019-05-29 13:12:52 -03:00
Petrônio Cândido
6cbe608d05 New probability plot in common.Util 2019-05-29 12:49:10 -03:00
Petrônio Cândido
fc3e51a217 Improvements on EnsembleFTS.forecast_distribution_ahead 2019-05-28 17:35:02 -03:00
Petrônio Cândido
839842d61f Improvements on EnsembleFTS.forecast_distribution_ahead 2019-05-28 17:06:24 -03:00
Petrônio Cândido
60785ac89f Bugfixes in ProbabilityDistribution 2019-05-28 14:32:06 -03:00
Petrônio Cândido
e3f5faee2b Improving ProbabilityDistribution indexes 2019-05-27 16:01:03 -03:00
Petrônio Cândido
8e4b9b4121 Bugfix on partitioner base class: the number of partitions is updated after the set construction 2019-05-21 14:12:34 -03:00
Petrônio Cândido
aa721c912f Split ifts.IntervalFTS(HighOrderFTS) from WeightedIntervalFTS(WeightedHighOrderFTS) 2019-05-20 11:27:59 -03:00
Petrônio Cândido
048bb64927 Improvement on FCM GA including both average and standard deviation on the learning optimization objective 2019-05-07 14:06:12 -03:00
Petrônio Cândido
27b7cf59f8 Fuzzy Cognitive Methods for FTS 2019-04-26 17:28:43 -03:00
Petrônio Cândido
ebdcfe228f Bugfix in deffuzyfication of HOFTS, correcting the membership weighted sum 2019-04-24 19:06:28 -03:00
Petrônio Cândido
7c11b7e5de Documentation update 2019-04-22 10:01:58 -03:00
Petrônio Cândido
c3457a3569 Improvements on multivariate and multivariate ahead forecasting methods for CMVFTS 2019-04-16 13:30:37 -03:00
Petrônio Cândido
d2725a94aa Small bugfix in GranularWMVFTS 2019-04-12 14:06:03 -03:00
Petrônio Cândido
7319bce515 Small bugfix in GranularWMVFTS 2019-04-12 12:18:45 -03:00
Petrônio Cândido
dca52fb9ed Small bugfix in GranularWMVFTS 2019-04-12 11:53:54 -03:00
Petrônio Cândido
f63b582b30 GranularWMVFTS 2019-04-12 11:48:19 -03:00
Petrônio Cândido
4b07599c43 Bugfixes and improvements on multivariate methods 2019-04-12 11:25:13 -03:00
Petrônio Cândido
0e4f3c536b Multivariate grid.IncrementalGridCluster and improvements on CMVFTS 2019-04-10 22:27:37 -03:00
Petrônio Cândido
eac996b894 Bugfix in models.multivariate.grid 2019-04-09 22:39:17 -03:00
Petrônio Cândido
df047661b9 Documentation update 2019-04-09 17:14:51 -03:00
Petrônio Cândido
59f68801a3 Replacing references to FuzzySet.fuzzyfy to Partitioner.fuzzyfy 2019-04-09 16:24:04 -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
6b8607cf3c Updating documentiation 2019-04-02 15:30:51 -03:00
Petrônio Cândido
7ee6c444b1 Moving plot_interval and plot_density functions from benchmarks to common.Util 2019-03-25 16:06:26 -03:00
Petrônio Cândido
2e0e86b747 Interval forecasting on MVFTS and WMVFTS 2019-03-22 19:46:42 -03:00
Petrônio Cândido
3868bb1c48 Interval forecasting on MVFTS and WMVFTS 2019-03-22 15:07:44 -03:00
Petrônio Cândido
838140d0f2 IFTS now heritages from WHOFTS 2019-03-22 14:36:10 -03:00
Petrônio Cândido
4b8b0243d7 Bugfix in ensemble.Ensemble 2019-03-21 17:08:59 -03:00
Petrônio Cândido
99b0203389 Improvements on hyperparam.Evolutive 2019-03-20 13:25:54 -03:00
Petrônio Cândido
6fd161468b Mixture Distributions; Bugfixes on distributed.dispy and benchmarks; Improvements on hyperparam 2019-03-18 18:22:03 -03:00
Petrônio Cândido
8a01256185 Refactorings on IncrementalEnsemble 2019-02-27 15:11:51 -03:00
Petrônio Cândido
10c1ca5437 Refactorings on IncrementalEnsemble 2019-02-27 14:57:36 -03:00
Petrônio Cândido de Lima e Silva
d05ed762fe
Update IncrementalEnsemble.py 2019-02-27 14:44:58 -03:00
Petrônio Cândido de Lima e Silva
3e88c94823
Update IncrementalEnsemble.py 2019-02-27 14:33:15 -03:00
Petrônio Cândido de Lima e Silva
ec37b6bf9f
Update IncrementalEnsemble.py 2019-02-27 14:28:37 -03:00
Petrônio Cândido de Lima e Silva
912cb07b6f
Update TimeVariant.py 2019-02-27 14:28:01 -03:00
Petrônio Cândido de Lima e Silva
c2c8a892f8
Update ensemble.py 2019-02-27 14:16:18 -03:00
Petrônio Cândido
c559c1050d Bugfix on IncrementalEnsembleFTS 2019-02-27 11:00:41 -03:00
Petrônio Cândido
05c1f9f9da Bugfix on IncrementalEnsembleFTS 2019-02-27 10:44:10 -03:00
Petrônio Cândido
f7c1b4443e Improvements on EnsembleFTS and IncrementalEnsembleFTS 2019-02-27 10:32:58 -03:00
Petrônio Cândido
934c744139 Updating the documentation 2019-02-21 12:00:09 -03:00
Petrônio Cândido
1211aa2be7 Updating the documentation 2019-02-21 11:10:11 -03:00
Petrônio Cândido
be84e6d430 Tests and improvements on data.artificial.SignalEmulator 2019-02-21 10:01:35 -03:00
Petrônio Cândido
6e4dcf3d90 Bugfixes in data.artificial.SignalEmulator 2019-02-20 20:29:34 -03:00
Petrônio Cândido
88bf591dc1 Bugfixes in data.artificial.SignalEmulator 2019-02-20 16:23:18 -03:00
Petrônio Cândido
9125582c9c Added the data.artificial.SignalEmulator 2019-02-20 16:02:07 -03:00
Petrônio Cândido
fc1f295150 Bugfix on forecast_ahead 2019-02-19 14:21:42 -03:00
Petrônio Cândido
b73b369ed4 Changing the MVFTS.forecast_ahead generators behavior 2019-02-18 15:00:25 -03:00
Petrônio Cândido
ff951546e1 Improvements on generators for multi step ahead forecasting at MVFTS 2019-02-16 09:08:13 -02:00
Petrônio Cândido
cef00bd71a HOFTS bugfix 2019-02-14 16:44:28 -02:00
Petrônio Cândido
66e41f42ee Improvements on Seasonal and Multivariate models 2019-02-13 14:11:24 -02:00
Petrônio Cândido
e010df344a MVFTS bugfixes 2019-02-12 15:24:01 -02:00
Petrônio Cândido
1fce1145cc Bugfixes and improvementos con cmvfts and benchmarks.measures 2019-01-28 15:38:40 -02:00
Petrônio Cândido
e36ce6692e Bugfix in seasonal.partitioners for DateTime.day_of_week 2019-01-28 14:01:24 -02:00
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
e91d44afd1 distributed.spark optimizations and bugfixes 2019-01-23 20:31:03 -02:00
Petrônio Cândido
6373afe136 Evolutive bugfixes 2019-01-18 16:28:57 -02:00
Petrônio Cândido
9936a184ef Evolutive bugfixes 2019-01-18 16:18:53 -02:00
Petrônio Cândido
dd78b7e559 Evolutive optimizations 2019-01-18 15:25:18 -02:00
Petrônio Cândido
2ce04b1031 Optimizations on hyperparam and spark 2019-01-18 13:14:33 -02:00
Petrônio Cândido
a0af21d4b9 Lag initialization on Hyperparam.Evolutive 2019-01-18 09:18:46 -02:00
Petrônio Cândido
2e1d7fa11a Spark Distributed; Hyperparameter optimization 2019-01-18 09:06:53 -02:00
Petrônio Cândido
87686e5ff0 Bugfixes in pwfts, distributed and composite 2018-12-27 18:46:55 -02:00
Petrônio Cândido
e6247b0779 Distributed module 2018-12-24 10:37:23 -02:00
Petrônio Cândido
88e788cdca Tsaur model 2018-12-24 09:33:36 -02:00
Petrônio Cândido
386f28c47d pySpark support 2018-12-17 21:49:48 -02:00
Petrônio Cândido
6dcdd8f59e Bugfix on pwfts.forecast_ahead_distribution 2018-12-13 14:46:16 -02:00
Petrônio Cândido
2e186605f7 Single partitioner; documentation update 2018-12-12 19:35:02 -02:00
Petrônio Cândido
358a6ea287 Improvements on cmvfts and pwfts for multivariate forecasting 2018-12-11 22:55:15 -02:00