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24 Commits

Author SHA1 Message Date
Alejandro Moreo Fernandez 8368c467dc adapting new format 2021-11-26 10:57:49 +01:00
Alejandro Moreo Fernandez 7468519495 testing baselines for lequa 2021-11-24 11:20:42 +01:00
Alejandro Moreo Fernandez 3eb760901f doc update, official baselines for T1A and T1B refactored 2021-11-12 14:30:02 +01:00
Alejandro Moreo Fernandez 611d080ca6 format fix 2021-11-09 15:44:57 +01:00
Alejandro Moreo Fernandez 238a30520c adapting everything to the new format 2021-11-08 18:01:49 +01:00
Alejandro Moreo Fernandez 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 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 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
Andrea Esuli bfbfe08116 Added classes_ property to all quantifiers. 2021-05-04 17:09:13 +02:00
Alejandro Moreo Fernandez ca4c344c55 imports fix 2021-03-19 17:34:09 +01:00
Alejandro Moreo Fernandez a2ec72496a adding eval_budget to evaluation functions 2021-02-09 11:48:16 +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 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 bf1cc74ba1 quapy fixed 2021-01-22 09:58:12 +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 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 5e64d2588a import fixes 2021-01-15 18:32:32 +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 3c5a53bdec testing quapy via replicating Tweet Quantification experiments 2021-01-12 17:39:00 +01:00
Alejandro Moreo Fernandez 2ec3400d15 adding tweet sent quant experiments 2021-01-11 18:31:12 +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