QuaPy/quapy/__init__.py

from . import error
from . import data
from quapy.data import datasets
from . import functional
from . import method
from . import evaluation
from . import plot
from . import util
from . import model_selection
from . import classification
from quapy.method.base import isprobabilistic, isaggregative

__version__ = '0.1.6'

environ = {
    'SAMPLE_SIZE': None,
    'UNK_TOKEN': '[UNK]',
    'UNK_INDEX': 0,
    'PAD_TOKEN': '[PAD]',
    'PAD_INDEX': 1,
    'SVMPERF_HOME': './svm_perf_quantification'
}

def isbinary(x):
    return x.binary
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			`from . import error`
import fixes 2021-01-15 18:32:32 +01:00			`from . import data`
			`from quapy.data import datasets`
many aggregative methods added 2020-12-03 18:12:28 +01:00			`from . import functional`
			`from . import method`
evaluation by artificial prevalence sampling added. New methods added. New util functions added to quapy.functional and quapy.utils 2020-12-10 19:04:33 +01:00			`from . import evaluation`
plot functionality added 2021-01-07 17:58:48 +01:00			`from . import plot`
			`from . import util`
adding tweet sent quant experiments 2021-01-11 18:31:12 +01:00			`from . import model_selection`
adding QuaNet to experiments of Twitter; trying new stuff in 'NewMethods' 2021-01-18 19:14:04 +01:00			`from . import classification`
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			`from quapy.method.base import isprobabilistic, isaggregative`
QuaNet added, two examples of TextClassifiers added (CNN, LSTM) 2020-12-29 20:33:59 +01:00
update to 0.1.6 2021-07-02 11:09:43 +02:00			`__version__ = '0.1.6'`
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
QuaNet added, two examples of TextClassifiers added (CNN, LSTM) 2020-12-29 20:33:59 +01:00			`environ = {`
			`'SAMPLE_SIZE': None,`
			`'UNK_TOKEN': '[UNK]',`
			`'UNK_INDEX': 0,`
			`'PAD_TOKEN': '[PAD]',`
			`'PAD_INDEX': 1,`
updating the documentation 2021-02-16 19:38:52 +01:00			`'SVMPERF_HOME': './svm_perf_quantification'`
QuaNet added, two examples of TextClassifiers added (CNN, LSTM) 2020-12-29 20:33:59 +01:00			`}`

			`def isbinary(x):`
qp.environment was not reachable within Parallel processes; changing backend to threading 2021-01-25 09:58:39 +01:00			`return x.binary`