e83966f1ff
Merge branch 'composable-doc' into devel
2024-07-02 12:15:34 +02:00
bf65c00349
Example on composable methods
2024-07-02 12:04:40 +02:00
Alejandro Moreo Fernandez
781ce82b90
np.product --> np.prod
2024-07-02 09:52:00 +02:00
Alejandro Moreo Fernandez
ad11b86168
adding environment variables for N_JOBS, and adding a default classifier (sklearn's logistic regression) for when the classifier is not specified in aggregative quantifiers
2024-05-30 10:53:53 +02:00
Alejandro Moreo Fernandez
9ad36ef008
cleaning examples and adding basic example
2024-05-29 14:24:03 +02:00
Alejandro Moreo Fernandez
acfb02c51f
bugfix import and missing certifi in setup
2024-05-17 18:04:22 +02:00
Alejandro Moreo Fernandez
4db21b6945
smoothing the prevalences in kld error function, bugfix
2024-05-08 11:31:56 +02:00
Alejandro Moreo Fernandez
817aab1d99
Merge branch 'devel' of github.com:HLT-ISTI/QuaPy into devel
2024-04-30 09:55:50 +02:00
Alejandro Moreo Fernandez
7f39f4df66
file kept open in utils pickled resource, fixed
2024-04-30 09:55:28 +02:00
Alejandro Moreo Fernandez
8517338765
Merge branch 'devel' into ucimulti
2024-04-29 17:58:06 +02:00
19524f9aa8
ucimulti datasets removed, cleaning
2024-04-29 17:36:13 +02:00
498fd8b050
datasets removed from ucimulti
2024-04-24 17:23:01 +02:00
Alejandro Moreo Fernandez
f1462897ef
Merge pull request #32 from mirkobunse/devel
...
Integrate composable methods from qunfold
2024-04-24 15:26:32 +02:00
f74b048e2d
uci_multi dataset removed
2024-04-24 15:20:14 +02:00
ecfc175622
datasets removed, debug output added
2024-04-23 16:30:17 +02:00
Alejandro Moreo Fernandez
bf33c134fc
Update _kdey.py
...
fix in KDEy: makes the method robust to cases in which the number of positives for any class is smaller than the number k of folds. In such cases, the kde for that class is created from the uniform prevalence vector
2024-04-19 14:23:35 +02:00
da99f78c0c
Merge remote-tracking branch 'fork-origin/devel' into devel
2024-04-18 10:09:17 +02:00
2000c33372
Composable methods integrated from qunfold, which is an extra dependency for quapy.method.composable
2024-04-18 10:08:49 +02:00
Alejandro Moreo Fernandez
e6f380dc5f
update changelog
2024-04-18 09:38:33 +02:00
a64620c377
Dataset.reduce() allows to fix the random_state to have reproducible unit tests. This is required to ensure that the expected hyper-parameters are always chosen, independent of randomness
2024-04-17 14:46:37 +02:00
72b43bd2f8
Omit large datasets (LeQua, IFCB) during CI to avoid overful memory of GitHub Actions runners
2024-04-17 13:46:59 +02:00
69b8327fe9
Remove an erroneous import in the unit tests and add extra test dependencies.
2024-04-17 11:44:23 +02:00
Alejandro Moreo Fernandez
db6ff4ab9e
refactored unittests
2024-04-16 17:46:58 +02:00
Alejandro Moreo Fernandez
561b672200
updated unit tests
2024-04-16 15:12:22 +02:00
Alejandro Moreo Fernandez
99bc8508ac
Merge branch 'devel' of gitea-s2i2s.isti.cnr.it:moreo/QuaPy into devel
2024-04-15 18:00:56 +02:00
Alejandro Moreo Fernandez
9207114cfa
improving unit tests
2024-04-15 18:00:38 +02:00
Alejandro Moreo Fernandez
e0b80167b9
added max_train_instances to fetch_UCIMulticlassLabelledCollection
2024-04-12 18:24:12 +02:00
Alejandro Moreo Fernandez
4abec6629b
integrating more uci-multiclass datasets
2024-04-12 18:08:00 +02:00
Alejandro Moreo Fernandez
3095d7092c
Merge branch 'ucimulti' of github.com:lorenzovolpi/QuaPy into lorenzovolpi-ucimulti
2024-04-12 13:36:38 +02:00
Alejandro Moreo Fernandez
b53d417240
merged
2024-04-12 13:35:13 +02:00
f69fca32b4
Added UCI multiclass datasets; added filter for min instances per class to UCI multiclass datasets
2024-04-11 20:08:52 +02:00
Alejandro Moreo Fernandez
a04723a976
switching
2024-03-20 17:31:07 +01:00
Alejandro Moreo Fernandez
aa894a3472
merging PR; I have taken this opportunity to refactor some issues I didnt like, including the normalization of prevalence vectors, and improving the documentation here and there
2024-03-19 15:01:42 +01:00
Alejandro Moreo Fernandez
36ac6db27d
fixing doc
2024-03-18 23:39:55 +01:00
5cdd158fcc
Add invariant ratio estimators.
2024-03-15 18:14:42 +01:00
d34b086a76
Refactor solving routine
2024-03-15 17:58:23 +01:00
4dd66b1921
Add projection onto the probability simplex
2024-03-15 17:15:16 +01:00
Alejandro Moreo Fernandez
3921b8368e
merging BayesianCC implemented by Pawel Czyz
2024-03-15 16:24:45 +01:00
2cc4908326
Sketch of the Bayesian quantification
2024-03-15 14:01:24 +01:00
3705264529
Fix a typo.
2024-03-14 10:39:26 +01:00
Alejandro Moreo Fernandez
75af15ae4a
force all samples be with replacement in base.LabelledCollection, irrespective of the sample size requested
2024-02-28 08:46:54 +01:00
Alejandro Moreo Fernandez
b3ccf71edb
Merge branch 'devel' of github.com:HLT-ISTI/QuaPy into devel
2024-02-23 16:30:11 +01:00
Alejandro Moreo Fernandez
320b3eac38
small fixes in kdey (now should work with string labels) and EMQ (in case some training prior prob was 0, it broke)
2024-02-23 16:29:53 +01:00
Alejandro Moreo Fernandez
9542eaee61
doing some benchmarking
2024-02-22 15:10:45 +01:00
Alejandro Moreo Fernandez
d50a86daf4
sketching readme system by Lu and King, Hopings and King
2024-02-16 17:34:10 +01:00
Alejandro Moreo Fernandez
40cb8f78fe
pytests before release
2024-02-14 12:27:19 +01:00
Alejandro Moreo Fernandez
7705c92c8c
fixing ifcb and documenting
2024-02-12 12:39:18 +01:00
Alejandro Moreo Fernandez
a8230827e2
testing IFCB dataset
2024-02-08 14:33:22 +01:00
Alejandro Moreo Fernandez
3c28a75b8c
merging conflicts I didn see
2024-02-07 18:51:06 +01:00
Alejandro Moreo Fernandez
a97978b85d
merged
2024-02-07 18:45:42 +01:00
Alejandro Moreo Fernandez
fcc3f8a0d9
fixing sphinx doc
2024-02-07 18:31:34 +01:00
Alejandro Moreo Fernandez
2f2e48d86a
passing pytests
2024-01-29 09:43:29 +01:00
Alejandro Moreo Fernandez
e6dcfbced1
adding M.Bunse's reference for the solver='minimize' option of ACC, PACC
2024-01-25 18:03:35 +01:00
Alejandro Moreo Fernandez
74efa9751d
adding the approximate solution to ACC and PACC as suggested by Mirko Bunse
2024-01-25 16:43:00 +01:00
Alejandro Moreo Fernandez
7ac834bd2c
refactoring aggregation methods
2024-01-25 14:33:41 +01:00
Alejandro Moreo Fernandez
ff00de18cb
updating documentation a bit
2024-01-19 18:24:38 +01:00
Alejandro Moreo Fernandez
7137e7ac40
updating change log file to give credit to T.Schumacher and colleagues for pointing out the errors in the threshold optimization methods
2024-01-19 18:18:38 +01:00
Alejandro Moreo Fernandez
8d22ba39f4
method MS2 (Medium Sweep 2) fixed
2024-01-19 18:11:22 +01:00
Alejandro Moreo Fernandez
b68b58ad11
fixed optimization threshold methods (again)
2024-01-18 18:26:40 +01:00
Alejandro Moreo Fernandez
c0d92a2083
optimization threshold variants fixed
2024-01-18 18:22:22 +01:00
Alejandro Moreo Fernandez
9b2470c992
testing optimization threshold variants, not working
2024-01-17 19:15:50 +01:00
Alejandro Moreo Fernandez
896fa042d6
fixing threshold optimization-based techniques
2024-01-17 09:33:39 +01:00
Alejandro Moreo Fernandez
6d53b68d7f
refactoring aggregative
2024-01-10 15:39:27 +01:00
Alejandro Moreo Fernandez
2d12ce12b9
bugfix in APP
2023-12-18 17:15:53 +01:00
Alejandro Moreo Fernandez
c56fe9c09c
merged
2023-12-18 10:25:56 +01:00
Alejandro Moreo Fernandez
5caf555d65
mergin
2023-12-18 10:24:36 +01:00
Alejandro Moreo Fernandez
eb9a3dde2a
grid search almost complete
2023-11-21 18:59:36 +01:00
Alejandro Moreo Fernandez
6663b4c91d
context timeout
2023-11-20 22:05:26 +01:00
Alejandro Moreo Fernandez
f785a4eeef
model selection with error handling
2023-11-16 19:56:30 +01:00
Alejandro Moreo Fernandez
513c78f1f3
model seletion in two levels, classifier oriented and quantifier oriented
2023-11-16 14:29:34 +01:00
Alejandro Moreo Fernandez
e870d798b7
fango
2023-11-15 10:55:13 +01:00
Alejandro Moreo Fernandez
173db83c28
solved __ issue in hierarchical classes
2023-11-13 17:03:24 +01:00
Andrea Esuli
c2544b50ce
Removed private method
2023-11-13 14:45:34 +01:00
Alejandro Moreo Fernandez
c9c4511c0d
hierarchical class problem?
2023-11-13 12:42:57 +01:00
Alejandro Moreo Fernandez
44bfc7921f
refactoring agg quantifiers
2023-11-13 09:57:34 +01:00
Alejandro Moreo Fernandez
0a6185d908
refactoring the aggregative quantifiers
2023-11-12 14:45:03 +01:00
Alejandro Moreo Fernandez
25f1cc29a3
refactoring aggregative quantifiers
2023-11-12 13:04:19 +01:00
Alejandro Moreo Fernandez
29db15ae25
added DMx and DMy, with a classmethod that returns HDx and HDy respectively
2023-11-09 18:13:54 +01:00
Alejandro Moreo Fernandez
daca2bd1cb
added MedianEstimator quantifier
2023-11-09 14:20:41 +01:00
Alejandro Moreo Fernandez
66ad7295df
fix in DistributionMatchingX
2023-11-08 18:11:45 +01:00
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
5c7fbb2554
cross_val_predict fix added
2023-11-06 02:00:06 +01:00
13fe531e12
fix added for cross_val_predict
2023-11-06 01:58:36 +01:00
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
ffab2131a8
fixing requests
2023-10-18 14:12:40 +02:00
a9f10f77f4
fixing mistakes
2023-10-17 18:44:28 +02:00
239549eb4d
fixing mistakes
2023-10-17 18:44:02 +02:00
72fd21471d
fixing mistakes
2023-10-17 18:43:33 +02:00
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
Mirko Bunse
Alejandro Moreo Fernandez
Lorenzo Volpi
Paweł Czyż
Andrea Esuli
pglez82