Exemplos de find_components em Python

Exemplo n.º 1

import os
from solnml.components.models.base_nn import BaseImgClassificationNeuralNetwork
from solnml.components.utils.class_loader import find_components, ThirdPartyComponents
"""
Load the buildin classifiers.
"""
classifiers_directory = os.path.split(__file__)[0]
_classifiers = find_components(__package__, classifiers_directory,
                               BaseImgClassificationNeuralNetwork)
"""
Load third-party classifiers. 
"""
_addons = ThirdPartyComponents(BaseImgClassificationNeuralNetwork)


def add_classifier(classifier):
    _addons.add_component(classifier)

Exemplo n.º 2

Arquivo: __init__.py Projeto: williamy1996/AutoExpression

import os
from solnml.components.feature_engineering.transformations.base_transformer import Transformer
from solnml.components.utils.class_loader import find_components

"""
Load the buildin classifiers.
"""
selector_directory = os.path.split(__file__)[0]
_selector = find_components(__package__, selector_directory, Transformer)

Exemplo n.º 3

Arquivo: __init__.py Projeto: yunx-z/soln-ml

import os
from solnml.components.feature_engineering.transformations.base_transformer import Transformer
from solnml.components.utils.class_loader import find_components
"""
Load the buildin classifiers.
"""
preprocessor_directory = os.path.split(__file__)[0]
_preprocessor = find_components(__package__, preprocessor_directory,
                                Transformer)

_balancer = {}
# for key in ['weight_balancer','smote_balancer']:
for key in ['weight_balancer']:
    if key in _preprocessor.keys():
        _balancer[key] = _preprocessor[key]

Exemplo n.º 4

Arquivo: __init__.py Projeto: williamy1996/AutoExpression

import os
from solnml.components.models.base_model import BaseClassificationModel
from solnml.components.utils.class_loader import find_components, ThirdPartyComponents
"""
Load the buildin classifiers.
"""
imbalanced_classifiers_directory = os.path.split(__file__)[0]
_imb_classifiers = find_components(__package__,
                                   imbalanced_classifiers_directory,
                                   BaseClassificationModel)

Exemplo n.º 5

import os
from solnml.components.models.base_model import BaseRegressionModel
from solnml.components.utils.class_loader import find_components, ThirdPartyComponents
"""
Load the buildin regressors.
"""
regressors_directory = os.path.split(__file__)[0]
_regressors = find_components(__package__, regressors_directory,
                              BaseRegressionModel)
"""
Load third-party classifiers. 
"""
_addons = ThirdPartyComponents(BaseRegressionModel)


def add_regressor(regressor):
    _addons.add_component(regressor)

Exemplo n.º 6

Arquivo: __init__.py Projeto: kiminh/soln-ml

import os
from collections import OrderedDict
from solnml.components.feature_engineering.transformations.base_transformer import Transformer
from solnml.components.utils.class_loader import find_components, ThirdPartyComponents
"""
Load the buildin classifiers.
"""
balancer_directory = os.path.split(__file__)[0]
_balancer = find_components(__package__, balancer_directory, Transformer)

_imb_balancer = OrderedDict()
# TODO:Verify the effect of smote_balancer
# for key in ['weight_balancer', 'smote_balancer']:
for key in ['weight_balancer']:
    if key in _balancer.keys():
        _imb_balancer[key] = _balancer[key]

_bal_balancer = OrderedDict()
for key in ['weight_balancer']:
    if key in _balancer.keys():
        _bal_balancer[key] = _balancer[key]
"""
Load third-party classifiers. 
"""
_addons = ThirdPartyComponents(Transformer)


def add_balancer(balancer):
    _addons.add_component(balancer)

Exemplo n.º 7

Arquivo: __init__.py Projeto: williamy1996/AutoExpression

import os
from solnml.components.feature_engineering.transformations.base_transformer import Transformer
from solnml.components.utils.class_loader import find_components
"""
Load the buildin classifiers.
"""
rescaler_directory = os.path.split(__file__)[0]
_rescaler = find_components(__package__, rescaler_directory, Transformer)

Exemplo n.º 8

import os
from solnml.components.feature_engineering.transformations.base_transformer import Transformer
from solnml.components.utils.class_loader import find_components
"""
Load the buildin classifiers.
"""
generator_directory = os.path.split(__file__)[0]
_generator = find_components(__package__, generator_directory, Transformer)