 Alejandro Moreo Fernandez
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a4c33a8e4d
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import fix
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2022-10-04 17:44:16 +02:00 |
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Alejandro Moreo Fernandez
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e40c409609
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bugfix in NeuralClassifierTrainer; it was only configured to work well in binary problems
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2022-10-04 11:03:08 +02:00 |
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Alejandro Moreo Fernandez
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3af7c70a53
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restoring the default legend in diag plot
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2022-10-04 09:12:51 +02:00 |
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Alejandro Moreo Fernandez
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543003f914
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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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a4584b79db
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changing gridsearchQ to ensure reproducibility
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2022-07-11 16:27:02 +02:00 |
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Pablo González
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c91961cff5
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adding to __init__.py
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2022-07-11 14:10:04 +02:00 |
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Pablo González
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428f10fb2d
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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
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2022-07-11 14:00:25 +02:00 |
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Pablo González
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46e294002f
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dys implementation
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2022-07-11 12:21:49 +02:00 |
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Pablo González
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750814ef2a
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fixing bug in ACC when using cross validation
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2022-06-24 14:20:08 +02:00 |
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Pablo González
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02dd2846ff
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changing app to use prevalence_linspace function with smooth limits
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2022-06-24 14:05:47 +02:00 |
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Pablo González
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cf7d37c793
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removing log message
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2022-06-21 11:07:00 +02:00 |
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Alejandro Moreo Fernandez
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8f6aa629b8
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param seed changed to random_state
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2022-06-21 10:49:30 +02:00 |
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Alejandro Moreo Fernandez
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cef20d8b32
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Merge branch 'protocols' of github.com:HLT-ISTI/QuaPy into protocols
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2022-06-21 10:27:12 +02:00 |
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Alejandro Moreo Fernandez
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f4a2a94ba5
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fixing random_state in base and in protocols
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2022-06-21 10:27:06 +02:00 |
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Alejandro Moreo Fernandez
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cf0bd14cf1
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bug fix in covariate shift protocol
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2022-06-17 12:51:52 +02:00 |
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Alejandro Moreo Fernandez
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c0c37f0a17
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return type in covariate protocol
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2022-06-16 16:54:15 +02:00 |
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Alejandro Moreo Fernandez
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a7c768bb40
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param fix
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2022-06-16 16:38:34 +02:00 |
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Alejandro Moreo Fernandez
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c795404e7f
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import fix
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2022-06-15 16:54:42 +02:00 |
|
Alejandro Moreo Fernandez
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789b9d5fbc
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pathfix in lequa2022 datasets
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2022-06-15 14:36:02 +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)
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2022-06-14 09:35:39 +02:00 |
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Alejandro Moreo Fernandez
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82a01478ec
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collator functions in protocols for preparing the outputs
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2022-06-03 18:02:52 +02:00 |
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Alejandro Moreo Fernandez
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bfe4b8b51a
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updating properties of labelled collection
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2022-06-03 13:51:22 +02:00 |
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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
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2022-05-26 17:59:23 +02:00 |
|
Alejandro Moreo Fernandez
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4bc9d19635
|
many changes, see change log
|
2022-05-25 19:14:33 +02:00 |
|
Alejandro Moreo Fernandez
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46e3632200
|
ongoing protocols
|
2022-05-23 00:20:08 +02:00 |
|
Alejandro Moreo Fernandez
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b453c8fcbc
|
first commit protocols
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2022-05-20 16:48:46 +02:00 |
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Alejandro Moreo Fernandez
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cbe3f410ed
|
updating diagonal plot legend
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2022-05-20 11:52:59 +02:00 |
|
Alejandro Moreo Fernandez
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6a5c528154
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Merge branch 'master' of github.com:HLT-ISTI/QuaPy
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2022-05-19 13:43:57 +02:00 |
|
Alejandro Moreo Fernandez
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fd339839a5
|
removing redundant code
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2022-05-19 13:43:32 +02:00 |
|
Alejandro Moreo Fernandez
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9f4a9cb3fd
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Merge branch 'master' of github.com:HLT-ISTI/QuaPy
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2022-04-12 17:23:39 +02:00 |
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Alejandro Moreo Fernandez
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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
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2022-04-12 17:13:38 +02:00 |
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Alejandro Moreo Fernandez
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fa577abdd2
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merging from pool request and adding documentation
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2022-03-15 14:16:37 +01:00 |
|
Alejandro Moreo Fernandez
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de9d5aaf5b
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Merge branch 'master' of github.com:HLT-ISTI/QuaPy
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2022-03-14 16:43:03 +01:00 |
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Alejandro Moreo Fernandez
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8ee5e499f5
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bugfix when the number of positive elemnts for one of the classes is 0
|
2022-03-14 16:42:41 +01:00 |
|
Pablo González
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2fde7921d4
|
updating comments
I think this comments are not correct. Changing them
|
2022-02-11 14:33:00 +01:00 |
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Alejandro Moreo Fernandez
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ba18d00334
|
trying to figure out how to refactor protocols meaninguflly
|
2021-12-20 11:39:44 +01:00 |
|
Alejandro Moreo Fernandez
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164f7d8d5c
|
documenting quanet
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2021-12-15 16:39:57 +01:00 |
|
Alejandro Moreo Fernandez
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9cf9c73824
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adding documentation for ensembles
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2021-12-15 15:46:15 +01:00 |
|
Alejandro Moreo Fernandez
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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
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2bd47f0841
|
updating the documentation
|
2021-12-06 18:25:47 +01:00 |
|
Alejandro Moreo Fernandez
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4da1233b46
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adapting everything to the new file format
|
2021-11-30 11:36:23 +01:00 |
|
Alejandro Moreo Fernandez
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8368c467dc
|
adapting new format
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2021-11-26 10:57:49 +01:00 |
|
Alejandro Moreo Fernandez
|
7468519495
|
testing baselines for lequa
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2021-11-24 11:20:42 +01:00 |
|
Alejandro Moreo Fernandez
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1a3755eb58
|
adding documentation, adding brokenbar plots, merging plots from tweetsent with density
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2021-11-22 18:10:48 +01:00 |
|
Alejandro Moreo Fernandez
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b78c8268fd
|
update qp.error documentation
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2021-11-12 15:37:31 +01:00 |
|
Alejandro Moreo Fernandez
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3eb760901f
|
doc update, official baselines for T1A and T1B refactored
|
2021-11-12 14:30:02 +01:00 |
|
Alejandro Moreo Fernandez
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611d080ca6
|
format fix
|
2021-11-09 15:44:57 +01:00 |
|
Alejandro Moreo Fernandez
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238a30520c
|
adapting everything to the new format
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2021-11-08 18:01:49 +01:00 |
|
Alejandro Moreo Fernandez
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a7e87e41f8
|
GridSearchQ adapted to work with generator functions and integrated for the baselines of LeQua2022; some tests with SVD
|
2021-10-26 18:41:10 +02:00 |
|
Alejandro Moreo Fernandez
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9a08125e7e
|
evaluation script and format checker added
|
2021-10-25 13:37:22 +02:00 |
|
Alejandro Moreo Fernandez
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5f15b365fe
|
result file format check, read, load, and evaluation with pandas
|
2021-10-22 19:03:15 +02:00 |
|
Alejandro Moreo Fernandez
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65b2c2ce74
|
setting baseline experiments with data format
|
2021-10-21 17:14:40 +02:00 |
|
Alejandro Moreo Fernandez
|
4284f1daa3
|
branch for LeQua2022 - first commit
|
2021-10-13 20:36:53 +02:00 |
|
Alejandro Moreo Fernandez
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537a95fa18
|
Merge branch 'crosslingual' of gitea-s2i2s.isti.cnr.it:moreo/QuaPy
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2021-07-02 13:51:52 +02:00 |
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Alejandro Moreo Fernandez
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a091b2af82
|
update to 0.1.6
|
2021-07-02 11:09:43 +02:00 |
|
Alejandro Moreo Fernandez
|
f9b80ae437
|
bugfix in quanet
|
2021-07-02 10:20:42 +02:00 |
|
Alejandro Moreo Fernandez
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ce908573e7
|
adding features for cross-lingual
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2021-07-01 18:34:24 +02:00 |
|
Alejandro Moreo Fernandez
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986e61620c
|
cleaning data base
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2021-06-21 12:57:44 +02:00 |
|
Alejandro Moreo Fernandez
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b4aeaa97b7
|
fixing issue regarding fit_learner=False in QuaNetTrainer
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2021-06-21 12:55:39 +02:00 |
|
Alejandro Moreo Fernandez
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f33abb5319
|
Merge branch 'master' of https://github.com/HLT-ISTI/QuaPy
|
2021-06-21 11:13:38 +02:00 |
|
Alejandro Moreo Fernandez
|
a1cdc9ef43
|
fixing fit_learner=False case in QuaNet
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2021-06-21 11:13:14 +02:00 |
|
Alejandro Moreo Fernandez
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8cc11c0276
|
Merge pull request #6 from pglez82/master
fixing two problems with parameters: hidden_size and lstm_nlayers
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2021-06-21 10:32:58 +02:00 |
|
Alejandro Moreo Fernandez
|
8239947746
|
refit=True default value in GridSearchQ
|
2021-06-16 13:53:54 +02:00 |
|
Alejandro Moreo Fernandez
|
294e251450
|
bugfix when refit=False in model selection
|
2021-06-16 13:23:44 +02:00 |
|
Alejandro Moreo Fernandez
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4f07680381
|
adding Forman's methods
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2021-06-16 12:03:37 +02:00 |
|
Alejandro Moreo Fernandez
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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 |
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Alejandro Moreo Fernandez
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f28a84242f
|
adding more colors to plots
|
2021-06-16 09:38:13 +02:00 |
|
Alejandro Moreo Fernandez
|
491ac56877
|
adding more colors to plots
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2021-06-15 10:10:19 +02:00 |
|
Alejandro Moreo Fernandez
|
e8c3e29911
|
svm-perf leaks model, fixing...
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2021-06-15 07:49:16 +02:00 |
|
Alejandro Moreo Fernandez
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9fd9d096f6
|
Merge branch 'master' of https://github.com/HLT-ISTI/QuaPy
|
2021-06-11 11:00:37 +02:00 |
|
Alejandro Moreo Fernandez
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2e842a1d1f
|
change in pcalr
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2021-06-11 10:59:35 +02:00 |
|
Alejandro Moreo Fernandez
|
2586e6ed7d
|
fix in PCALR
|
2021-06-11 10:52:30 +02:00 |
|
Pablo Gonzalez
|
cb40b71a38
|
fixing two problems with parameters: hidden_size and lstm_nlayers
|
2021-06-07 12:22:06 +02:00 |
 Andrea Esuli
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9c880c3d24
|
version update
|
2021-06-01 16:15:31 +02:00 |
|
Alejandro Moreo Fernandez
|
460efe7105
|
OneVsAll does not have attribute learner_ solved
|
2021-06-01 16:07:01 +02:00 |
|
Alejandro Moreo Fernandez
|
be1fa757d6
|
cleaning
|
2021-05-27 16:56:09 +02:00 |
|
Alejandro Moreo Fernandez
|
bef16fe518
|
Merge branch 'master' of github.com:HLT-ISTI/QuaPy
|
2021-05-27 16:54:11 +02:00 |
|
Alejandro Moreo Fernandez
|
731b54c5ba
|
adding natural sampling protocol
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2021-05-27 16:53:58 +02:00 |
|
Andrea Esuli
|
79fbbd9d80
|
pip package
|
2021-05-10 13:36:35 +02:00 |
|
Andrea Esuli
|
32b25146c1
|
Tests
|
2021-05-10 10:26:51 +02:00 |
|
Andrea Esuli
|
147b2f2212
|
Added back n_classes to Dataset
|
2021-05-06 16:28:30 +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 |
|
Andrea Esuli
|
8f284e540a
|
Tests
|
2021-04-30 17:22:58 +02:00 |
|
Andrea Esuli
|
44cec7a046
|
Added encoding option with default to utf-8.
|
2021-04-30 17:00:46 +02:00 |
|
Andrea Esuli
|
d86c402916
|
Added first tests
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2021-04-29 16:07:39 +02:00 |
|
Alejandro Moreo Fernandez
|
1d12e96867
|
cleaning
|
2021-04-28 11:27:25 +02:00 |
|
Alejandro Moreo Fernandez
|
252e143ef6
|
fine grained sld updates...
|
2021-04-28 10:04:21 +02:00 |
|
Alejandro Moreo Fernandez
|
f3b505eb4e
|
Merge branch 'master' of gitea-s2i2s.isti.cnr.it:moreo/QuaPy
|
2021-04-27 11:27:52 +02:00 |
|
Alejandro Moreo Fernandez
|
ca4c344c55
|
imports fix
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2021-03-19 17:34:09 +01:00 |
|
Alejandro Moreo Fernandez
|
8381bce3a8
|
more fgsld
|
2021-03-11 19:00:40 +01:00 |
|
Alejandro Moreo Fernandez
|
3491ed7d72
|
plot fix
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2021-03-11 09:27:14 +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
|
a2ec72496a
|
adding eval_budget to evaluation functions
|
2021-02-09 11:48:16 +01:00 |
|
Alejandro Moreo Fernandez
|
98b6e2b82d
|
readme updated
|
2021-02-08 19:16:43 +01:00 |
|
Alejandro Moreo Fernandez
|
91f8d8f3e1
|
readme updated
|
2021-02-02 12:10:57 +01:00 |
|
Alejandro Moreo Fernandez
|
b6f80077d7
|
standard scaller added
|
2021-01-29 10:21:13 +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
|
1d89301089
|
more uci datasets, plots improved (higher fonts), and evaluation script that shows numerical results in command line
|
2021-01-27 22:49:54 +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
|
301e8b9088
|
adding uci ml datasets
|
2021-01-25 18:38:56 +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 |
|
Alejandro Moreo Fernandez
|
5e64d2588a
|
import fixes
|
2021-01-15 18:32:32 +01:00 |
|
Alejandro Moreo Fernandez
|
9c7c017acd
|
import fix
|
2021-01-15 17:47:55 +01:00 |
|
Alejandro Moreo Fernandez
|
27c688eb2e
|
import fix
|
2021-01-15 17:44:28 +01:00 |
|
Alejandro Moreo Fernandez
|
865dafaefc
|
setting a timeout for model_selection combinations in order to prevent some combinations to stuck the model selection
|
2021-01-15 17:42:19 +01:00 |
|
Alejandro Moreo Fernandez
|
c5ae2f8b1f
|
adding table manager
|
2021-01-15 08:33:39 +01:00 |
|
Alejandro Moreo Fernandez
|
3c5a53bdec
|
testing quapy via replicating Tweet Quantification experiments
|
2021-01-12 17:39:00 +01:00 |
|
Alejandro Moreo Fernandez
|
3e07feda3c
|
import bug fixed
|
2021-01-12 09:35:49 +01:00 |
|
Alejandro Moreo Fernandez
|
2ec3400d15
|
adding tweet sent quant experiments
|
2021-01-11 18:31:12 +01:00 |
|
Alejandro Moreo Fernandez
|
41347b50f9
|
cleaning and adding some uci datasets
|
2021-01-11 12:55:06 +01:00 |
|
Alejandro Moreo Fernandez
|
d1b449d2e9
|
plot functionality added
|
2021-01-07 17:58:48 +01:00 |
|
Alejandro Moreo Fernandez
|
5894d46b31
|
cleaning
|
2021-01-06 15:00:48 +01:00 |
|
Alejandro Moreo Fernandez
|
326a8ab803
|
added Ensemble methods (methods ALL, ACC, Ptr, DS from Pérez-Gallego et al 2017 and 2019) and some UCI ML datasets used in those articles (only 5 datasets out of 32 they used)
|
2021-01-06 14:58:29 +01:00 |
|
Alejandro Moreo Fernandez
|
d8e2f7556e
|
QuaNet added, two examples of TextClassifiers added (CNN, LSTM)
|
2020-12-29 20:33:59 +01:00 |
|
Alejandro Moreo Fernandez
|
3ec711c96e
|
model selection for quantification added
|
2020-12-23 11:14:35 +01:00 |
|
Alejandro Moreo Fernandez
|
7bed93dcbf
|
added model selection for quantification
|
2020-12-22 17:43:23 +01:00 |
|
Alejandro Moreo Fernandez
|
7d6f523e4b
|
uniform sampling added if *prevs is empty
|
2020-12-17 18:17:17 +01:00 |
|
Alejandro Moreo Fernandez
|
71949e9a03
|
cleaning
|
2020-12-15 15:20:35 +01:00 |
|
Alejandro Moreo Fernandez
|
649d412389
|
dataset fetch for polarity reviews (hp, kindle, imdb) and twitter sentiment (11 datasets) added
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2020-12-14 18:36:19 +01:00 |
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Alejandro Moreo Fernandez
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c8a1a70c8a
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refactoring aggregative methods as methods that not only implement 'classify' and 'quantify', but that also implement 'aggregate' and that, by default, have a default implementation of 'quantify' as a pipeline of 'classify' and 'aggregate'; this helps speeding up evaluations A LOT, since the documents can be pre-classified and the samples are carried out across pre-classified values (labels, or posterior probabilities), and thus only aggregate is called many times within the artificial sampling protocol
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2020-12-11 19:28:17 +01:00 |
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Alejandro Moreo Fernandez
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e55caf82fd
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merged
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2020-12-10 19:08:22 +01:00 |
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Alejandro Moreo Fernandez
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9bc3a9f28a
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evaluation by artificial prevalence sampling added. New methods added. New util functions added to quapy.functional and quapy.utils
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2020-12-10 19:04:33 +01:00 |
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Alejandro Moreo Fernandez
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2361186a01
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aggregation methods updated
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2020-12-09 12:46:50 +01:00 |
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Alejandro Moreo Fernandez
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9c8d29156c
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aggregative methods adapted. Explicit loss minimization methods (SVMQ, SVMKLD, ...) added and with support to binary or single-label. HDy added
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2020-12-04 19:32:08 +01:00 |
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Alejandro Moreo Fernandez
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a882424eeb
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many aggregative methods added
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2020-12-03 18:12:28 +01:00 |
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Alejandro Moreo Fernandez
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78988c87f9
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svmperf wrapper added
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2020-12-03 16:59:13 +01:00 |
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Alejandro Moreo Fernandez
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e81009e665
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fixing dataset loading
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2020-12-03 16:36:54 +01:00 |
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Alejandro Moreo Fernandez
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b6820e8dba
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data loading
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2020-12-03 16:24:21 +01:00 |