 Alejandro Moreo Fernandez
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320b3eac38
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small fixes in kdey (now should work with string labels) and EMQ (in case some training prior prob was 0, it broke)
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2024-02-23 16:29:53 +01:00 |
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Alejandro Moreo Fernandez
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d50a86daf4
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sketching readme system by Lu and King, Hopings and King
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2024-02-16 17:34:10 +01:00 |
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Alejandro Moreo Fernandez
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40cb8f78fe
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pytests before release
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2024-02-14 12:27:19 +01:00 |
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Alejandro Moreo Fernandez
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a8230827e2
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testing IFCB dataset
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2024-02-08 14:33:22 +01:00 |
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Alejandro Moreo Fernandez
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a97978b85d
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merged
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2024-02-07 18:45:42 +01:00 |
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Alejandro Moreo Fernandez
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fcc3f8a0d9
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fixing sphinx doc
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2024-02-07 18:31:34 +01:00 |
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Alejandro Moreo Fernandez
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2f2e48d86a
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passing pytests
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2024-01-29 09:43:29 +01:00 |
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Alejandro Moreo Fernandez
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e6dcfbced1
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adding M.Bunse's reference for the solver='minimize' option of ACC, PACC
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2024-01-25 18:03:35 +01:00 |
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Alejandro Moreo Fernandez
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74efa9751d
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adding the approximate solution to ACC and PACC as suggested by Mirko Bunse
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2024-01-25 16:43:00 +01:00 |
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Alejandro Moreo Fernandez
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7ac834bd2c
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refactoring aggregation methods
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2024-01-25 14:33:41 +01:00 |
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Alejandro Moreo Fernandez
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ff00de18cb
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updating documentation a bit
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2024-01-19 18:24:38 +01:00 |
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Alejandro Moreo Fernandez
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8d22ba39f4
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method MS2 (Medium Sweep 2) fixed
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2024-01-19 18:11:22 +01:00 |
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Alejandro Moreo Fernandez
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b68b58ad11
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fixed optimization threshold methods (again)
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2024-01-18 18:26:40 +01:00 |
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Alejandro Moreo Fernandez
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c0d92a2083
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optimization threshold variants fixed
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2024-01-18 18:22:22 +01:00 |
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Alejandro Moreo Fernandez
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9b2470c992
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testing optimization threshold variants, not working
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2024-01-17 19:15:50 +01:00 |
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Alejandro Moreo Fernandez
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896fa042d6
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fixing threshold optimization-based techniques
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2024-01-17 09:33:39 +01:00 |
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Alejandro Moreo Fernandez
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6d53b68d7f
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refactoring aggregative
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2024-01-10 15:39:27 +01:00 |
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Alejandro Moreo Fernandez
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c56fe9c09c
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merged
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2023-12-18 10:25:56 +01:00 |
|
Alejandro Moreo Fernandez
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5caf555d65
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mergin
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2023-12-18 10:24:36 +01:00 |
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Alejandro Moreo Fernandez
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513c78f1f3
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model seletion in two levels, classifier oriented and quantifier oriented
|
2023-11-16 14:29:34 +01:00 |
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Alejandro Moreo Fernandez
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e870d798b7
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fango
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2023-11-15 10:55:13 +01:00 |
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Alejandro Moreo Fernandez
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173db83c28
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solved __ issue in hierarchical classes
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2023-11-13 17:03:24 +01:00 |
 Andrea Esuli
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c2544b50ce
|
Removed private method
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2023-11-13 14:45:34 +01:00 |
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Alejandro Moreo Fernandez
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c9c4511c0d
|
hierarchical class problem?
|
2023-11-13 12:42:57 +01:00 |
|
Alejandro Moreo Fernandez
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44bfc7921f
|
refactoring agg quantifiers
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2023-11-13 09:57:34 +01:00 |
|
Alejandro Moreo Fernandez
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0a6185d908
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refactoring the aggregative quantifiers
|
2023-11-12 14:45:03 +01:00 |
|
Alejandro Moreo Fernandez
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25f1cc29a3
|
refactoring aggregative quantifiers
|
2023-11-12 13:04:19 +01:00 |
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Alejandro Moreo Fernandez
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29db15ae25
|
added DMx and DMy, with a classmethod that returns HDx and HDy respectively
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2023-11-09 18:13:54 +01:00 |
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Alejandro Moreo Fernandez
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daca2bd1cb
|
added MedianEstimator quantifier
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2023-11-09 14:20:41 +01:00 |
|
Alejandro Moreo Fernandez
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66ad7295df
|
fix in DistributionMatchingX
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2023-11-08 18:11:45 +01:00 |
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Alejandro Moreo Fernandez
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c3cf0e2d49
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adding DistributionMatchingX, the covariate-specific equivalent counterpart of DistributionMatching
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2023-11-08 16:13:48 +01:00 |
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Alejandro Moreo Fernandez
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76cf784844
|
added HDx and an example comparing HDy vs HDx
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2023-11-08 15:34:17 +01:00 |
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Alejandro Moreo Fernandez
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67906f6f2d
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adding uci_experiments to examples folder
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2023-03-23 15:46:03 +01:00 |
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Alejandro Moreo Fernandez
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8fc4669046
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import fix
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2023-02-14 19:15:59 +01:00 |
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Alejandro Moreo Fernandez
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e0718b6e1b
|
merging from protocols (aka v0.1.7)
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2023-02-14 18:13:21 +01:00 |
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Alejandro Moreo Fernandez
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25a829996e
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evaluation updated
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2023-02-14 11:14:38 +01:00 |
|
Alejandro Moreo Fernandez
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c608647475
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some bug fixes here and there
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2023-02-13 19:27:48 +01:00 |
|
Alejandro Moreo Fernandez
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505d2de823
|
elm examples
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2023-02-13 12:01:52 +01:00 |
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Alejandro Moreo Fernandez
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4c74ff02a3
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svmperf in one-vs-all bugfix
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2023-02-11 10:47:27 +01:00 |
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Alejandro Moreo Fernandez
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952cf5e767
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fixing bugs in one-vs-all
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2023-02-10 19:02:17 +01:00 |
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Alejandro Moreo Fernandez
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e28abfc362
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more examples, one-vs-all fixed
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2023-02-09 19:39:16 +01:00 |
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Alejandro Moreo Fernandez
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2485117f05
|
adding documentation and adding one new example
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2023-02-08 19:06:53 +01:00 |
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Alejandro Moreo Fernandez
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ceb88792c5
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added DistributionMatching method, a generic model for distribution matching for multiclass quantification problems that takes the divergence and number of bins as hyperparameters
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2023-01-31 15:08:58 +01:00 |
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Alejandro Moreo Fernandez
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f9a199d859
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fixing hyperparameters with prefixes, and replacing learner with classifier in aggregative quantifiers
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2023-01-27 18:13:23 +01:00 |
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Alejandro Moreo Fernandez
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09abcfc935
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adding calibration methods from the abstension package to quapy
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2023-01-18 19:46:19 +01:00 |
|
Alejandro Moreo Fernandez
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6e910075ab
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adding calibration methods from abstension package
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2023-01-17 13:53:48 +01:00 |
|
Alejandro Moreo Fernandez
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8b0b9f522a
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some bugfixes, unittest and minor changes
|
2023-01-16 13:51:29 +01:00 |
|
Alejandro Moreo Fernandez
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c20d9d5ea4
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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 |
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Alejandro Moreo Fernandez
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eb860e9678
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adding the possibility to estimate the training prevalence, instead of using the true training prevalence, as a starting point in emq
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2022-12-12 09:34:09 +01:00 |
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Alejandro Moreo Fernandez
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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
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543003f914
|
Merge pull request #13 from pglez82/dys_implementation
Dys implementation
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2022-07-12 13:05:35 +02:00 |
Pablo González
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c91961cff5
|
adding to __init__.py
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2022-07-11 14:10:04 +02:00 |
|
Pablo González
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428f10fb2d
|
adding SMM
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2022-07-11 14:06:14 +02:00 |
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Alejandro Moreo Fernandez
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ecd0ad7ec7
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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
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750814ef2a
|
fixing bug in ACC when using cross validation
|
2022-06-24 14:20:08 +02:00 |
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Alejandro Moreo Fernandez
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2cc7db60cc
|
updating parallel policy to take n_jobs from environment (not yet tested)
|
2022-06-14 09:35:39 +02:00 |
|
Alejandro Moreo Fernandez
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45642ad778
|
lequa as dataset
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2022-06-01 18:28:59 +02:00 |
|
Alejandro Moreo Fernandez
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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
|
fd339839a5
|
removing redundant code
|
2022-05-19 13:43:32 +02:00 |
|
Alejandro Moreo Fernandez
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fa577abdd2
|
merging from pool request and adding documentation
|
2022-03-15 14:16:37 +01:00 |
|
Alejandro Moreo Fernandez
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8ee5e499f5
|
bugfix when the number of positive elemnts for one of the classes is 0
|
2022-03-14 16:42:41 +01:00 |
|
Alejandro Moreo Fernandez
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164f7d8d5c
|
documenting quanet
|
2021-12-15 16:39:57 +01:00 |
|
Alejandro Moreo Fernandez
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9cf9c73824
|
adding documentation for ensembles
|
2021-12-15 15:46:15 +01:00 |
|
Alejandro Moreo Fernandez
|
3835f89e9d
|
adding documentation
|
2021-12-15 15:27:43 +01:00 |
|
Alejandro Moreo Fernandez
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5deb92b457
|
update doc
|
2021-12-07 17:16:39 +01:00 |
|
Alejandro Moreo Fernandez
|
65b2c2ce74
|
setting baseline experiments with data format
|
2021-10-21 17:14:40 +02:00 |
|
Alejandro Moreo Fernandez
|
f9b80ae437
|
bugfix in quanet
|
2021-07-02 10:20:42 +02:00 |
|
Alejandro Moreo Fernandez
|
b4aeaa97b7
|
fixing issue regarding fit_learner=False in QuaNetTrainer
|
2021-06-21 12:55:39 +02:00 |
|
Alejandro Moreo Fernandez
|
a1cdc9ef43
|
fixing fit_learner=False case in QuaNet
|
2021-06-21 11:13:14 +02:00 |
|
Alejandro Moreo Fernandez
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8239947746
|
refit=True default value in GridSearchQ
|
2021-06-16 13:53:54 +02:00 |
|
Alejandro Moreo Fernandez
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4f07680381
|
adding Forman's methods
|
2021-06-16 12:03:37 +02:00 |
|
Alejandro Moreo Fernandez
|
be2f54de9c
|
renaming functions to match the app and npp nomenclature; adding npp as an option for GridSearchQ
|
2021-06-16 11:45:40 +02:00 |
|
Alejandro Moreo Fernandez
|
460efe7105
|
OneVsAll does not have attribute learner_ solved
|
2021-06-01 16:07:01 +02:00 |
|
Andrea Esuli
|
79fbbd9d80
|
pip package
|
2021-05-10 13:36:35 +02:00 |
|
Andrea Esuli
|
5b772c7eda
|
Bug fixes on use of classes_. Tests.
|
2021-05-05 17:12:44 +02:00 |
|
Andrea Esuli
|
bfbfe08116
|
Added classes_ property to all quantifiers.
|
2021-05-04 17:09:13 +02:00 |
|
Andrea Esuli
|
70a3d4bd0f
|
Tests for non aggregative and meta methods.
|
2021-05-04 12:14:14 +02:00 |
|
Alejandro Moreo Fernandez
|
1d12e96867
|
cleaning
|
2021-04-28 11:27:25 +02:00 |
|
Alejandro Moreo Fernandez
|
8381bce3a8
|
more fgsld
|
2021-03-11 19:00:40 +01:00 |
|
Alejandro Moreo Fernandez
|
775417c8eb
|
bugfix in PACC
|
2021-02-18 13:48:41 +01:00 |
|
Alejandro Moreo Fernandez
|
854d759dc4
|
making everything work like in the wiki
|
2021-02-17 18:05:22 +01:00 |
|
Alejandro Moreo Fernandez
|
70da8f7925
|
updating the documentation
|
2021-02-16 19:38:52 +01:00 |
|
Alejandro Moreo Fernandez
|
3aaf57f2f3
|
all uci datasets from Pérez-Gállego added, quantification report added
|
2021-01-28 18:22:43 +01:00 |
|
Alejandro Moreo Fernandez
|
e609c262b4
|
parallel functionality added to quapy in order to allow for multiprocess parallelization (and not threading) handling quapy's environment variables
|
2021-01-27 09:54:41 +01:00 |
|
Alejandro Moreo Fernandez
|
8a53cfe677
|
parallel in threading mode (another)
|
2021-01-25 16:46:59 +01:00 |
|
Alejandro Moreo Fernandez
|
2fda46fc13
|
qp.environment was not reachable within Parallel processes; changing backend to threading
|
2021-01-25 09:58:39 +01:00 |
|
Alejandro Moreo Fernandez
|
e7527bd7ed
|
bugfix
|
2021-01-25 09:02:11 +01:00 |
|
Alejandro Moreo Fernandez
|
2001c6d852
|
running ensembles
|
2021-01-25 08:54:10 +01:00 |
|
Alejandro Moreo Fernandez
|
03cf73aff6
|
refactor: methods requiring a val_split can now declare a default value in the __init__ method that will be used in case the fit method is called without specifying the val_split, which now is by default None in the fit, i.e., by default takes the value of the init, that is generally set to 0.4; some uci datasets added; ensembles can now be optimized for quantification, and can be trained on samples of smaller size
|
2021-01-22 18:01:51 +01:00 |
|
Alejandro Moreo Fernandez
|
54dc2980e6
|
creating checkpointdir in fit
|
2021-01-22 10:03:08 +01:00 |
|
Alejandro Moreo Fernandez
|
bf1cc74ba1
|
quapy fixed
|
2021-01-22 09:58:12 +01:00 |
|
Alejandro Moreo Fernandez
|
1ba0748b59
|
experimental method ave-pool, not working due to the fact that onevsall is aggregative and ave-pool is not
|
2021-01-20 17:03:12 +01:00 |
|
Alejandro Moreo Fernandez
|
99132c8166
|
fixing quanet
|
2021-01-20 12:35:14 +01:00 |
|
Alejandro Moreo Fernandez
|
f69eb59eb8
|
launching quanet
|
2021-01-20 09:01:04 +01:00 |
|
Alejandro Moreo Fernandez
|
482e4453a8
|
refactor of ensembles, launching EPACC with Ptr policy
|
2021-01-19 18:26:40 +01:00 |
|
Alejandro Moreo Fernandez
|
1399125fb8
|
adding QuaNet to experiments of Twitter; trying new stuff in 'NewMethods'
|
2021-01-18 19:14:04 +01:00 |
|
Alejandro Moreo Fernandez
|
b30c40b7a0
|
some refactor made in order to accomodate OneVsAll to operate with aggregative probabilistic quantifiers; launching OneVsAll(HDy)
|
2021-01-18 16:52:19 +01:00 |
|
Alejandro Moreo Fernandez
|
8ef9e6a633
|
bugfix
|
2021-01-18 10:53:22 +01:00 |