def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('atk_algos.MultinomialLogisticRegression',
'MultinomialLogisticRegression',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.linear_model.logistic',
'LogisticRegression', SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('sklearn.cluster.birch', 'Birch', BirchCodec)
codecs_manager.add_codec('codec.flatten', 'Ref', SimpleObjectCodec)
codecs_manager.add_codec('algos.Birch', 'Birch', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.cluster.birch', '_CFNode', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.cluster.birch', '_CFSubcluster', SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos.FieldSelector', 'FieldSelector',
SimpleObjectCodec)
codecs_manager.add_codec(
'sklearn.feature_selection.univariate_selection',
'GenericUnivariateSelect', GenericUnivariateSelectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos_contrib.LatentDirichletAllocation',
'LatentDirichletAllocation',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.decomposition.online_lda',
'LatentDirichletAllocation',
SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
from codec import codecs_manager
codecs_manager.add_codec('algos_contrib.OrthogonalMatchingPursuit',
'OrthogonalMatchingPursuit',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.linear_model.omp',
'OrthogonalMatchingPursuit',
SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec, TreeCodec
codecs_manager.add_codec('algos.AdaBoostRegressor',
'AdaBoostRegressor', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.classes',
'AdaBoostRegressor', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree.tree', 'DecisionTreeRegressor',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.weight_boosting',
'AdaBoostRegressor', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree._tree', 'Tree', TreeCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos.MLPClassifier', 'MLPClassifier',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.preprocessing.label',
'LabelBinarizer', SimpleObjectCodec)
codecs_manager.add_codec(
'sklearn.neural_network.multilayer_perceptron', 'MLPClassifier',
SimpleObjectCodec)
codecs_manager.add_codec(
'sklearn.neural_network._stochastic_optimizers', 'AdamOptimizer',
SimpleObjectCodec)
codecs_manager.add_codec(
'sklearn.neural_network._stochastic_optimizers', 'SGDOptimizer',
SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos.TFIDF', 'TFIDF', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.feature_extraction.text',
'TfidfVectorizer', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.feature_extraction.text',
'TfidfTransformer', SimpleObjectCodec)
codecs_manager.add_codec('scipy.sparse.dia', 'dia_matrix',
SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec, TreeCodec
codecs_manager.add_codec('algos.RandomForestClassifier',
'RandomForestClassifier', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.forest',
'RandomForestClassifier', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree.tree', 'DecisionTreeClassifier',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree._tree', 'Tree', TreeCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec, TreeCodec
codecs_manager.add_codec('algos_contrib.ExtraTreesClassifier',
'ExtraTreesClassifier', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.forest',
'ExtraTreesClassifier', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree.tree', 'ExtraTreeClassifier',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree._tree', 'Tree', TreeCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec, TreeCodec
codecs_manager.add_codec('examples.AdaBoostClassifier',
'AdaBoostClassifier', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.weight_boosting',
'AdaBoostClassifier', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree.tree', 'DecisionTreeClassifier',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree._tree', 'Tree', TreeCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec, TreeCodec
codecs_manager.add_codec('algos.DecisionTreeClassifier',
'DecisionTreeClassifier', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree.tree', 'DecisionTreeClassifier',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree._tree', 'Tree', TreeCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos.SGDRegressor', 'SGDRegressor',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.linear_model.stochastic_gradient',
'SGDRegressor', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.preprocessing.data',
'StandardScaler', SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos.KernelPCA', 'KernelPCA',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.preprocessing.data',
'KernelCenterer', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.decomposition.kernel_pca',
'KernelPCA', SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('combined_feats_algos.LinearSVC', 'LinearSVC',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.svm.classes', 'LinearSVC',
SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos.SGDClassifier', 'SGDClassifier',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.linear_model.stochastic_gradient',
'SGDClassifier', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.preprocessing.data',
'StandardScaler', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.linear_model.sgd_fast', 'Hinge',
NoopCodec)
codecs_manager.add_codec('sklearn.linear_model.sgd_fast', 'Log',
NoopCodec)
codecs_manager.add_codec('sklearn.linear_model.sgd_fast',
'ModifiedHuber', NoopCodec)
codecs_manager.add_codec('sklearn.linear_model.sgd_fast',
'SquaredHinge', NoopCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos.PCA', 'PCA', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.decomposition.pca', 'PCA',
SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos.GaussianNB', 'GaussianNB',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.naive_bayes', 'GaussianNB',
SimpleObjectCodec)
def register_codecs(cls):
from codec.codecs import SimpleObjectCodec
from codec import codecs_manager
codecs_manager.add_codec('test.test_contrib_util', 'SerializableAlgo', SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec, TreeCodec
from algos.GradientBoostingClassifier import GBTCodec
codecs_manager.add_codec('algos.GradientBoostingRegressor',
'GradientBoostingRegressor', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'GradientBoostingRegressor', GBTCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'MeanEstimator', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'LeastAbsoluteError', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'HuberLossFunction', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'QuantileEstimator', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'QuantileLossFunction', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'LeastSquaresError', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree.tree',
'DecisionTreeRegressor', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree._tree',
'Tree', TreeCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos_contrib.TruncatedSVD', 'TruncatedSVD',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.decomposition.truncated_svd',
'TruncatedSVD', SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos.StandardScaler', 'StandardScaler',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.preprocessing.data',
'StandardScaler', SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos.KMeans', 'KMeans', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.cluster.k_means_', 'KMeans',
SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('mltk_graph.GraphLabelPropagation',
'GraphLabelPropagation', SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos.Lasso', 'Lasso', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.linear_model.coordinate_descent',
'Lasso', SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos_contrib.LinearSVC', 'LinearSVC', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.svm.classes', 'LinearSVC', SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('algos.LinearRegression', 'LinearRegression',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.linear_model.base',
'LinearRegression', SimpleObjectCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
from codec import codecs_manager
codecs_manager.add_codec('examples.SVR', 'SVR', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.svm.classes', 'SVR',
SimpleObjectCodec)
def register_codecs():
from codec.codecs import TreeCodec
codecs_manager.add_codec('algos.GradientBoostingClassifier',
'GradientBoostingClassifier',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'GradientBoostingClassifier', GBTCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'MultinomialDeviance', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'ExponentialLoss', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'LogOddsEstimator', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'ScaledLogOddsEstimator', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'BinomialDeviance', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.ensemble.gradient_boosting',
'PriorProbabilityEstimator',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree.tree', 'DecisionTreeRegressor',
SimpleObjectCodec)
codecs_manager.add_codec('sklearn.tree._tree', 'Tree', TreeCodec)
def register_codecs():
from codec.codecs import SimpleObjectCodec
codecs_manager.add_codec('combined_feats_algos.MinMaxScaler', 'MinMaxScaler', SimpleObjectCodec)
codecs_manager.add_codec('sklearn.preprocessing._data', 'MinMaxScaler', SimpleObjectCodec)
