Package ml :: Package lib :: Package scikit :: Module sklearn_utils

Module sklearn_utils

sklearn_utils -- Helper functions to deal with data in the formats sklearn uses. Utilities to read from text files to numpy arrays used by sklearn.

Author: Jose' de Souza

License: Apache License 2.0

Contact: jose.camargo.souza@gmail.com

Functions

assert_number(generic_list)
Checks whether the list is composed only by numeric datatypes.

source code

assert_string(generic_list)

source code

open_datasets(train_path, train_ref_path, test_path, test_ref_path, delim, labels_path=None)

source code

open_datasets_crossvalidation(train_path, train_ref_path, delim, labels_path=None)

source code

scale_datasets(X_train, X_test)

source code

scale_datasets_crossvalidation(X_train)

source code

Function Details

Checks whether the list is composed only by numeric datatypes.

Parameters:

Returns:

True if the list contains only numeric objects. False otherwise.