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Added test examples and svm prototype

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Luka 2018-04-03 13:52:37 +02:00
parent ebd0317e5c
commit fbbb34f907
2 changed files with 186 additions and 232 deletions
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408
.idea/workspace.xml
View File

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@ -260,6 +299,7 @@
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10
prepare_data.py
View File

@ -51,7 +51,7 @@ class Data:
def generate_data(self, train_inputs_name, test_inputs_name, validate_inputs_name, test_and_validation_size=0.1, def generate_data(self, train_inputs_name, test_inputs_name, validate_inputs_name, test_and_validation_size=0.1,
force_override=False, content_name='SlovarIJS_BESEDE_utf8.lex', force_override=False, content_name='SlovarIJS_BESEDE_utf8.lex',
content_shuffle_vector='content_shuffle_vector', shuffle_vector='shuffle_vector', content_shuffle_vector='content_shuffle_vector', shuffle_vector='shuffle_vector',
inputs_location='../../internal_representations/inputs/', content_location='../../../data/'): inputs_location='../../internal_representations/inputs/', content_location='../../../data/', test_set=False):
content_path = '{}{}'.format(content_location, content_name) content_path = '{}{}'.format(content_location, content_name)
train_path = '{}{}.h5'.format(inputs_location, train_inputs_name) train_path = '{}{}.h5'.format(inputs_location, train_inputs_name)
test_path = '{}{}.h5'.format(inputs_location, test_inputs_name) test_path = '{}{}.h5'.format(inputs_location, test_inputs_name)
@ -69,6 +69,14 @@ class Data:
# actual generation of inputs # actual generation of inputs
self._generate_inputs(content_path, content_shuffle_vector_path, shuffle_vector_path, test_and_validation_size, train_path, test_path, self._generate_inputs(content_path, content_shuffle_vector_path, shuffle_vector_path, test_and_validation_size, train_path, test_path,
validate_path) validate_path)
if test_set:
self.x_train = np.concatenate((self.x_train, self.x_test), axis=0)
self.x_other_features_train = np.concatenate((self.x_other_features_train, self.x_other_features_test), axis=0)
self.y_train = np.concatenate((self.y_train, self.y_test), axis=0)
self.x_test = self.x_validate
self.x_other_features_train = self.x_other_features_validate
self.y_train = self.y_validate
def _generate_inputs(self, content_location, content_shuffle_vector_location, shuffle_vector_location, test_and_validation_size, train_path, def _generate_inputs(self, content_location, content_shuffle_vector_location, shuffle_vector_location, test_and_validation_size, train_path,
test_path, validate_path): test_path, validate_path):