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QuaPy
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262 Commits

Author SHA1 Message Date
Alejandro Moreo Fernandez c3cf0e2d49 adding DistributionMatchingX, the covariate-specific equivalent counterpart of DistributionMatching 2023-11-08 16:13:48 +01:00
Alejandro Moreo Fernandez 76cf784844 added HDx and an example comparing HDy vs HDx 2023-11-08 15:34:17 +01:00
Alejandro Moreo Fernandez 8a6579428b implementing the 'total' function of IFCB protocols 2023-11-08 11:31:33 +01:00
Alejandro Moreo Fernandez f18bce5f80 added dataset IFCB plankton 2023-11-08 11:07:47 +01:00
Alejandro Moreo Fernandez 3d4ffcea62 merging cross-val fix 2023-11-08 10:00:25 +01:00
Lorenzo Volpi 5c7fbb2554 cross_val_predict fix added 2023-11-06 02:00:06 +01:00
Lorenzo Volpi 13fe531e12 fix added for cross_val_predict 2023-11-06 01:58:36 +01:00
Lorenzo Volpi 51c3d54aa5 fix added for len of a LabelledCollection 2023-11-06 01:53:52 +01:00
Andrea Esuli 69e78edbee Added NAE, NRAE 2023-11-03 15:45:46 +01:00
Alejandro Moreo Fernandez e71f82105e doc fix for LeQua2022 2023-10-30 09:47:01 +01:00
Alejandro Moreo Fernandez b36fda5f10 adding plankton 2023-10-24 11:54:19 +02:00
Alejandro Moreo Fernandez 3fc736d873 changelog added 2023-10-23 11:39:47 +02:00
Alejandro Moreo Fernandez ea71559722 revised 2023-10-18 17:50:46 +02:00
pglez82 ffab2131a8 fixing requests 2023-10-18 14:12:40 +02:00
pglez82 a9f10f77f4 fixing mistakes 2023-10-17 18:44:28 +02:00
pglez82 239549eb4d fixing mistakes 2023-10-17 18:44:02 +02:00
pglez82 72fd21471d fixing mistakes 2023-10-17 18:43:33 +02:00
pglez82 d7192430e4 uci multiclass datasets 2023-10-17 18:24:33 +02:00
Alejandro Moreo Fernandez 2df89c83e8 bugfix, method order set to method names if None is passed 2023-04-05 12:16:29 +02:00
Alejandro Moreo Fernandez 67906f6f2d adding uci_experiments to examples folder 2023-03-23 15:46:03 +01:00
Alejandro Moreo Fernandez 4904475d26 improving code quality in terms of pylint 2023-02-28 10:47:59 +01:00
Alejandro Moreo Fernandez de93cce391 Merge branch 'master' of github.com:HLT-ISTI/QuaPy 2023-02-28 10:27:47 +01:00
Alejandro Moreo Fernandez d0706005d7 Merge branch 'master' of github.com:HLT-ISTI/QuaPy 2023-02-28 10:25:52 +01:00
Alejandro Moreo Fernandez 368ee03fbc some minor improvements 2023-02-28 10:25:46 +01:00
Andrea Esuli e9d56e5801
missing argument 
Added missing deep argument to get_params of LowRankLogisticRegression
 2023-02-28 08:41:34 +01:00
Alejandro Moreo Fernandez 140ab3bfc9 adding sanity check to APP, in order to prevent the user unattendedly runs into a never-endting loop of samples being generated 2023-02-22 11:57:22 +01:00
Alejandro Moreo Fernandez bfaa5678d7 merged 2023-02-17 12:54:15 +01:00
Alejandro Moreo Fernandez 8fc4669046 import fix 2023-02-14 19:15:59 +01:00
Alejandro Moreo Fernandez ee6af04abd pathfix 2023-02-14 18:16:11 +01:00
Alejandro Moreo Fernandez e0718b6e1b merging from protocols (aka v0.1.7) 2023-02-14 18:13:21 +01:00
Alejandro Moreo Fernandez 9aa53db6ef adding documentation 2023-02-14 18:04:13 +01:00
Alejandro Moreo Fernandez 49fc486c53 preparing to merge 2023-02-14 17:00:50 +01:00
Alejandro Moreo Fernandez 25a829996e evaluation updated 2023-02-14 11:14:38 +01:00
Alejandro Moreo Fernandez c608647475 some bug fixes here and there 2023-02-13 19:27:48 +01:00
Alejandro Moreo Fernandez 505d2de823 elm examples 2023-02-13 12:01:52 +01:00
Alejandro Moreo Fernandez 4c74ff02a3 svmperf in one-vs-all bugfix 2023-02-11 10:47:27 +01:00
Alejandro Moreo Fernandez 7b2d3cb7f1 example using svmperf 2023-02-11 10:08:31 +01:00
Alejandro Moreo Fernandez 952cf5e767 fixing bugs in one-vs-all 2023-02-10 19:02:17 +01:00
Alejandro Moreo Fernandez 33a21db52c more examples, one-vs-all fixed 2023-02-09 19:43:24 +01:00
Alejandro Moreo Fernandez 9584e5152e more examples, one-vs-all fixed 2023-02-09 19:39:39 +01:00
Alejandro Moreo Fernandez e28abfc362 more examples, one-vs-all fixed 2023-02-09 19:39:16 +01:00
Alejandro Moreo Fernandez 2485117f05 adding documentation and adding one new example 2023-02-08 19:06:53 +01:00
Alejandro Moreo Fernandez ceb88792c5 added DistributionMatching method, a generic model for distribution matching for multiclass quantification problems that takes the divergence and number of bins as hyperparameters 2023-01-31 15:08:58 +01:00
Alejandro Moreo Fernandez f9a199d859 fixing hyperparameters with prefixes, and replacing learner with classifier in aggregative quantifiers 2023-01-27 18:13:23 +01:00
Alejandro Moreo Fernandez 3c48841480 Merge branch 'protocols' of github.com:HLT-ISTI/QuaPy into protocols 2023-01-18 19:46:31 +01:00
Alejandro Moreo Fernandez 09abcfc935 adding calibration methods from the abstension package to quapy 2023-01-18 19:46:19 +01:00
Pablo González 38aa42e4c5 fixing a bug 2023-01-18 16:44:56 +01:00
Pablo González 8da4b4c5f3 placing the legend 2023-01-18 16:12:38 +01:00
Pablo González 7ed7c9b2e9 changing the logaritmic scale 2023-01-18 16:05:40 +01:00
Alejandro Moreo Fernandez 1d4fa40f3e Merge branch 'protocols' of github.com:HLT-ISTI/QuaPy into protocols 2023-01-18 15:19:57 +01:00
Pablo González f10a3139d9 changes to plots again 2023-01-18 14:53:46 +01:00
Pablo González 50d886bffe testing log scale 2023-01-18 13:06:38 +01:00
Alejandro Moreo Fernandez 6e910075ab adding calibration methods from abstension package 2023-01-17 13:53:48 +01:00
Pablo González c888346fcf solving a bug in show_legend 2023-01-17 11:03:52 +01:00
Pablo González 7bcf8b24e9 fixing bug 2023-01-16 17:17:02 +01:00
Pablo González 948f63fade updating plot to center it better 2023-01-16 17:00:24 +01:00
Alejandro Moreo Fernandez 8b0b9f522a some bugfixes, unittest and minor changes 2023-01-16 13:51:29 +01:00
Alejandro Moreo Fernandez bb7a77c7c0 missing param in documentation of some protocols 2022-12-13 16:57:11 +01:00
Alejandro Moreo Fernandez c20d9d5ea4 the heuristic exact_train_prev is performed via kFCV, using a new function qp.model_selection.cross_val_predict 2022-12-12 17:32:30 +01:00
Alejandro Moreo Fernandez eb860e9678 adding the possibility to estimate the training prevalence, instead of using the true training prevalence, as a starting point in emq 2022-12-12 09:34:09 +01:00
Alejandro Moreo Fernandez 643a19228b data reader for lequa 2022 competition 2022-11-28 12:02:08 +01:00
Alejandro Moreo Fernandez fb79a29204 todos and change log 2022-11-08 16:36:52 +01:00
Alejandro Moreo Fernandez d75b777a13 Merge branch 'protocols' of github.com:HLT-ISTI/QuaPy into protocols 2022-11-04 15:04:50 +01:00
Alejandro Moreo Fernandez f2550fdb82 full example of training, model selection, and evaluation using the lequa2022 dataset with the new protocols 2022-11-04 15:04:36 +01:00
Alejandro Moreo Fernandez a4c33a8e4d import fix 2022-10-04 17:44:16 +02:00
Alejandro Moreo Fernandez e40c409609 bugfix in NeuralClassifierTrainer; it was only configured to work well in binary problems 2022-10-04 11:03:08 +02:00
Alejandro Moreo Fernandez 3af7c70a53 restoring the default legend in diag plot 2022-10-04 09:12:51 +02:00
Alejandro Moreo Fernandez 543003f914
Merge pull request #13 from pglez82/dys_implementation 
Dys implementation
 2022-07-12 13:05:35 +02:00
Pablo González a4584b79db changing gridsearchQ to ensure reproducibility 2022-07-11 16:27:02 +02:00
Pablo González c91961cff5 adding to __init__.py 2022-07-11 14:10:04 +02:00
Pablo González 428f10fb2d adding SMM 2022-07-11 14:06:14 +02:00
Alejandro Moreo Fernandez ecd0ad7ec7 unit test for replicability based on qp.util.temp_seed 2022-07-11 14:00:25 +02:00
Pablo González 46e294002f dys implementation 2022-07-11 12:21:49 +02:00
Pablo González 750814ef2a fixing bug in ACC when using cross validation 2022-06-24 14:20:08 +02:00
Pablo González 02dd2846ff changing app to use prevalence_linspace function with smooth limits 2022-06-24 14:05:47 +02:00
Pablo González cf7d37c793 removing log message 2022-06-21 11:07:00 +02:00
Alejandro Moreo Fernandez 8f6aa629b8 param seed changed to random_state 2022-06-21 10:49:30 +02:00
Alejandro Moreo Fernandez cef20d8b32 Merge branch 'protocols' of github.com:HLT-ISTI/QuaPy into protocols 2022-06-21 10:27:12 +02:00
Alejandro Moreo Fernandez f4a2a94ba5 fixing random_state in base and in protocols 2022-06-21 10:27:06 +02:00
Alejandro Moreo Fernandez cf0bd14cf1 bug fix in covariate shift protocol 2022-06-17 12:51:52 +02:00
Alejandro Moreo Fernandez c0c37f0a17 return type in covariate protocol 2022-06-16 16:54:15 +02:00
Alejandro Moreo Fernandez a7c768bb40 param fix 2022-06-16 16:38:34 +02:00
Alejandro Moreo Fernandez c795404e7f import fix 2022-06-15 16:54:42 +02:00
Alejandro Moreo Fernandez 789b9d5fbc pathfix in lequa2022 datasets 2022-06-15 14:36:02 +02:00
Alejandro Moreo Fernandez 2cc7db60cc updating parallel policy to take n_jobs from environment (not yet tested) 2022-06-14 09:35:39 +02:00
Alejandro Moreo Fernandez 82a01478ec collator functions in protocols for preparing the outputs 2022-06-03 18:02:52 +02:00
Alejandro Moreo Fernandez bfe4b8b51a updating properties of labelled collection 2022-06-03 13:51:22 +02:00
Alejandro Moreo Fernandez 45642ad778 lequa as dataset 2022-06-01 18:28:59 +02:00
Alejandro Moreo Fernandez eba6fd8123 optimization conditional in the prediction function 2022-05-26 17:59:23 +02:00
Alejandro Moreo Fernandez 4bc9d19635 many changes, see change log 2022-05-25 19:14:33 +02:00
Alejandro Moreo Fernandez 46e3632200 ongoing protocols 2022-05-23 00:20:08 +02:00
Alejandro Moreo Fernandez b453c8fcbc first commit protocols 2022-05-20 16:48:46 +02:00
Alejandro Moreo Fernandez cbe3f410ed updating diagonal plot legend 2022-05-20 11:52:59 +02:00
Alejandro Moreo Fernandez 6a5c528154 Merge branch 'master' of github.com:HLT-ISTI/QuaPy 2022-05-19 13:43:57 +02:00
Alejandro Moreo Fernandez fd339839a5 removing redundant code 2022-05-19 13:43:32 +02:00
Alejandro Moreo Fernandez 9f4a9cb3fd Merge branch 'master' of github.com:HLT-ISTI/QuaPy 2022-04-12 17:23:39 +02:00
Alejandro Moreo Fernandez 524ec37f83 sample_size can now be set to None to indicate that the value has to be resolved by inspecting the environment variable SAMPLE_SIZE 2022-04-12 17:13:38 +02:00
Alejandro Moreo Fernandez fa577abdd2 merging from pool request and adding documentation 2022-03-15 14:16:37 +01:00
Alejandro Moreo Fernandez de9d5aaf5b Merge branch 'master' of github.com:HLT-ISTI/QuaPy 2022-03-14 16:43:03 +01:00
Alejandro Moreo Fernandez 8ee5e499f5 bugfix when the number of positive elemnts for one of the classes is 0 2022-03-14 16:42:41 +01:00