Datasets:
code2lora
/
code2lora-data-smartcap

Dataset card Data Studio Files
xet
 Community
repo_id
string
cross_repo_split
string
commit_index
int32
commit_sha
string
in_repo_split
string
test_file
string
file_split
string
split_group
string
lineno
int32
col_offset
int32
assertion_type
string
test_function
string
prefix
large_string
target
string
assertion_event_type
string
assertion_event_id
string
assertion_anchor
large_string
old_target
string
old_lineno
int32
old_col_offset
int32
webis-de/small-text
train
25
acc653f08378ee81f9c77720b2aadd05fa2d0398
train
tests/unit/small_text/integrations/transformers/test_classification.py
train
webis-de/small-text:tests/unit/small_text/integrations/transformers/test_classification.py
33
17
self.assertRaises
test_fine_tuning_arguments_invalid_decay_factor
import unittest import pytest import warnings from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.transformers.classifiers.classification import \ FineTuningArgumen...
ValueError)
modified
b339ebfeaaf069c7af842994fd9da641cb39ab15d03ea8606bcac33b9c6ee335
self.assertRaises|test_fine_tuning_arguments_invalid_decay_factor|import unittest import pytest import warnings from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.transformers.classi...
ValueError)
30
17
webis-de/small-text
train
25
acc653f08378ee81f9c77720b2aadd05fa2d0398
train
tests/unit/small_text/integrations/transformers/test_classification.py
train
webis-de/small-text:tests/unit/small_text/integrations/transformers/test_classification.py
44
8
self.assertEqual
test_transformer_model_arguments_init
import unittest import pytest import warnings from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.transformers.classifiers.classification import \ FineTuningArgumen...
model_args.tokenizer)
modified
92a771ad8b36455da69cd0eb553ac0fe6f61a0c6b9685c1404615e3c6b997223
self.assertEqual|test_transformer_model_arguments_init|import unittest import pytest import warnings from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.transformers.classifiers.class...
model_args.tokenizer)
41
8
webis-de/small-text
train
25
acc653f08378ee81f9c77720b2aadd05fa2d0398
train
tests/unit/small_text/integrations/transformers/test_classification.py
train
webis-de/small-text:tests/unit/small_text/integrations/transformers/test_classification.py
97
12
self.assertTrue
test_fit_without_validation_set
import unittest import pytest import warnings from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.transformers.classifiers.classification import \ FineTuningArgumen...
isinstance(call_args[0], PytorchDatasetView))
added
a4f2b00fa72411593c0a7d9647b12e1d23893d67ad92c7329c760fb2ada71bf3
self.assertTrue|test_fit_without_validation_set|import unittest import pytest import warnings from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.transformers.classifiers.classificati...
null
null
null
webis-de/small-text
train
26
9c33c42a0cb854e625ccac14b534ce4513dee04e
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
60
8
self.assertEqual
test_embed
import unittest import pytest from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_equal try: import tor...
len(embeddings.shape))
modified
e80bbad2b9a1388c996e17e6ae918c46ef87c6575d8dcf8a25548bc23450facb
self.assertEqual|test_embed|import unittest import pytest from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_e...
len(embeddings.shape))
57
8
webis-de/small-text
train
26
9c33c42a0cb854e625ccac14b534ce4513dee04e
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
89
8
self.assertEqual
test_embed_with_layer_index
import unittest import pytest from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_equal try: import tor...
embedding_two.shape[1])
added
b6c078c8bb6363901ced5e43c0a54ec91990bb213559210e69912d83c5769507
self.assertEqual|test_embed_with_layer_index|import unittest import pytest from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import a...
null
null
null
webis-de/small-text
train
26
9c33c42a0cb854e625ccac14b534ce4513dee04e
train
tests/integration/small_text/integrations/transformers/test_serialization.py
test
webis-de/small-text:tests/integration/small_text/integrations/transformers/test_serialization.py
77
12
assert_*
test_and_load_with_file_str
import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from transformers import AutoTokenizer from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategi...
active_learner.x_indices_labeled)
added
f802b548e84d1ffd05b6e2c561831305b92320d0154fce82ffbb3cb256c85dc8
assert_*|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from transformers import AutoTokenizer from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr...
null
null
null
webis-de/small-text
train
26
9c33c42a0cb854e625ccac14b534ce4513dee04e
train
tests/integration/small_text/integrations/transformers/test_serialization.py
test
webis-de/small-text:tests/integration/small_text/integrations/transformers/test_serialization.py
82
16
assert_*
test_and_load_with_file_str
import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from transformers import AutoTokenizer from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategi...
weights_after[i].cpu().detach().numpy())
added
ef5f3c98fa3474d581b96a59412b96046f5b37fe24af42885905e38de6243655
assert_*|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from transformers import AutoTokenizer from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr...
null
null
null
webis-de/small-text
train
26
9c33c42a0cb854e625ccac14b534ce4513dee04e
train
tests/unit/small_text/integrations/pytorch/classifiers/test_factories.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_factories.py
26
8
self.assertTrue
test_factory_new
import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.classifiers.factories import KimCNNFactory ...
isinstance(clf, KimCNNClassifier))
added
e2125445632751acb5b25e21c65e16ab211b4f0935cbca8dfb831e11b4029e50
self.assertTrue|test_factory_new|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.classifiers.factories impor...
null
null
null
webis-de/small-text
train
26
9c33c42a0cb854e625ccac14b534ce4513dee04e
train
tests/unit/small_text/integrations/pytorch/classifiers/test_factories.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_factories.py
27
8
self.assertEqual
test_factory_new
import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.classifiers.factories import KimCNNFactory ...
clf.num_classes)
added
ddb3a3708f143a315f5db62ad5cdffa492df157e85f773884ea18cb1d2a69024
self.assertEqual|test_factory_new|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.classifiers.factories impo...
null
null
null
webis-de/small-text
train
26
9c33c42a0cb854e625ccac14b534ce4513dee04e
train
tests/unit/small_text/integrations/transformers/classifiers/test_factories.py
train
webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_factories.py
28
8
self.assertTrue
test_factory_new
import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.transformers.classifiers.classification import \ TransformerBasedClassification, TransformerModelArguments from small_text.in...
isinstance(clf, TransformerBasedClassification))
added
96f4f0752be68c25447cffd9be2c85603ab59b1afc9d8088e5af438e0e518b40
self.assertTrue|test_factory_new|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.transformers.classifiers.classification import \ TransformerBasedClassification, TransformerModelArguments from sma...
null
null
null
webis-de/small-text
train
26
9c33c42a0cb854e625ccac14b534ce4513dee04e
train
tests/unit/small_text/integrations/transformers/classifiers/test_factories.py
train
webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_factories.py
29
8
self.assertEqual
test_factory_new
import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.transformers.classifiers.classification import \ TransformerBasedClassification, TransformerModelArguments from small_text.in...
clf.num_classes)
added
e145988cb08aaff49a524cf394b47aed132f2b74eaee4aeb88b1d3f2dfea7382
self.assertEqual|test_factory_new|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.transformers.classifiers.classification import \ TransformerBasedClassification, TransformerModelArguments from sm...
null
null
null
webis-de/small-text
train
27
be80d5e424724630e16a6b8b91609e2ecd1dfc04
train
tests/unit/small_text/integrations/transformers/classifiers/test_factories.py
train
webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_factories.py
26
8
self.assertTrue
test_factory_new
import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.transformers.classifiers.classification import \ TransformerBasedClassification, TransformerModelArguments from small_text.integrations.transform...
isinstance(clf, TransformerBasedClassification))
modified
1dde6634f16c12653adeb87212e20b6e94619c11ce24fa909954f24e6c11608e
self.assertTrue|test_factory_new|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.transformers.classifiers.classification import \ TransformerBasedClassification, TransformerModelArguments from small_text.integration...
isinstance(clf, TransformerBasedClassification))
28
8
webis-de/small-text
train
27
be80d5e424724630e16a6b8b91609e2ecd1dfc04
train
tests/unit/small_text/integrations/transformers/classifiers/test_factories.py
train
webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_factories.py
27
8
self.assertEqual
test_factory_new
import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.transformers.classifiers.classification import \ TransformerBasedClassification, TransformerModelArguments from small_text.integrations.transform...
clf.num_classes)
modified
772bd021da92e29b9037ad6011369e16812fecf4861fb5c7c290e30928add302
self.assertEqual|test_factory_new|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.transformers.classifiers.classification import \ TransformerBasedClassification, TransformerModelArguments from small_text.integratio...
clf.num_classes)
29
8
webis-de/small-text
train
28
1c554c97544b73c7e375b55bdab827d3a22bf081
train
tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
31
13
self.assertRaises
test_embed_model_not_trained
import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.datasets import Pyt...
ValueError)
modified
4606b09337a72bafaa7552af69a04a298fa95ecbdf0aaae3056861b51dafe5cc
self.assertRaises|test_embed_model_not_trained|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrat...
ValueError)
28
13
webis-de/small-text
train
28
1c554c97544b73c7e375b55bdab827d3a22bf081
train
tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
54
12
self.assertEqual
test_embed
import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.datasets import Pyt...
embeddings.shape[1])
added
e9566d4697bb8a134d8036295c02c5573cd754fdf03e97fbda705f8ce1bb6530
self.assertEqual|test_embed|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.datase...
null
null
null
webis-de/small-text
train
28
1c554c97544b73c7e375b55bdab827d3a22bf081
train
tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
77
12
self.assertEqual
test_embed_and_predict
import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.datasets import Pyt...
embeddings.shape[0])
added
cfdacae9c5d5059106374b4992b097528f57d8ed6578f98abe2b11d13390e84c
self.assertEqual|test_embed_and_predict|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.py...
null
null
null
webis-de/small-text
train
28
1c554c97544b73c7e375b55bdab827d3a22bf081
train
tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
82
12
self.assertEqual
test_embed_and_predict
import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.datasets import Pyt...
predictions.shape[0])
added
cda658190b42ced9075859be4131f3186df6a51b6019a0a833420738dad995c5
self.assertEqual|test_embed_and_predict|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.py...
null
null
null
webis-de/small-text
train
29
c1c1ef879d9c391472dbd0b7161dd60cc040c1d8
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
43
13
self.assertRaises
test_embed_model_not_fitted
import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_...
ValueError)
modified
134311c23abe5671246524fa4ea870f7fc2e18c338cda81f2427f7d2271143a4
self.assertRaises|test_embed_model_not_fitted|import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from t...
ValueError)
42
13
webis-de/small-text
train
29
c1c1ef879d9c391472dbd0b7161dd60cc040c1d8
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
69
8
self.assertEqual
test_embed
import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_...
embeddings.shape[1])
added
c1b5364d7e512a885bc42f34a0910291f0d902013934701207a971efa339a079
self.assertEqual|test_embed|import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing...
null
null
null
webis-de/small-text
train
29
c1c1ef879d9c391472dbd0b7161dd60cc040c1d8
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
100
8
self.assertEqual
test_embed_with_layer_index
import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_...
len(embedding_one.shape))
added
15f4850e044eae6dfcf57894fcc94d5a0ddc5a66e170b042e4189887f99578f4
self.assertEqual|test_embed_with_layer_index|import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from te...
null
null
null
webis-de/small-text
train
29
c1c1ef879d9c391472dbd0b7161dd60cc040c1d8
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
124
8
self.assertEqual
test_embed_with_predictions
import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_...
embeddings.shape[1])
added
941ad4967e3a426d31e07d131ff1e8517209073d58e2ca21a4c862609e901ff9
self.assertEqual|test_embed_with_predictions|import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from te...
null
null
null
webis-de/small-text
train
30
ba5993f5931890b47141762fdb6ec223485fa00d
train
tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
74
12
self.assertFalse
test_embed_and_predict
import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.datasets import Pyt...
classifier.model.training)
modified
075b539aebb65b5de9db4c3eac33b680b626556b5246dbc3af429ff279d99a59
self.assertFalse|test_embed_and_predict|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.py...
classifier.model.training)
74
12
webis-de/small-text
train
30
ba5993f5931890b47141762fdb6ec223485fa00d
train
tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
77
12
self.assertEqual
test_embed_and_predict
import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.datasets import Pyt...
embeddings.shape[0])
modified
cb8b1907064db8e5a699c57ebd5c778be650b0f7dcbbdc627129b2d0e679a868
self.assertEqual|test_embed_and_predict|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.py...
embeddings.shape[0])
77
12
webis-de/small-text
train
30
ba5993f5931890b47141762fdb6ec223485fa00d
train
tests/integration/small_text/integrations/pytorch/test_query_strategies.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_query_strategies.py
64
8
self.assertFalse
_simple_exhaustive_active_learning_test
import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import trec_dataset from tests.utils.object_factory import get_initialized_active_learner try: import torch from small_text.integr...
dataset[0].x[PytorchTextClassificationDataset.INDEX_TEXT].is_cuda)
added
0eecf75dc731b310654cc6a776e3b473e8a19d5edb3ca78e2e7e07d3cb9f6a5c
self.assertFalse|_simple_exhaustive_active_learning_test|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import trec_dataset from tests.utils.object_factory import get_initialized_active_lear...
null
null
null
webis-de/small-text
train
30
ba5993f5931890b47141762fdb6ec223485fa00d
train
tests/integration/small_text/integrations/pytorch/test_query_strategies.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_query_strategies.py
76
8
self.assertEqual
_simple_exhaustive_active_learning_test
import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import trec_dataset from tests.utils.object_factory import get_initialized_active_learner try: import torch from small_text.integr...
active_learner.x_indices_labeled.shape[0])
added
67c9b337d0f5545bf6afeb57d2a4862dd3c9e17a90010c7932c6667148fea30f
self.assertEqual|_simple_exhaustive_active_learning_test|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import trec_dataset from tests.utils.object_factory import get_initialized_active_lear...
null
null
null
webis-de/small-text
train
30
ba5993f5931890b47141762fdb6ec223485fa00d
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
123
8
self.assertEqual
test_embed_with_predictions
import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_...
embeddings.shape[0])
modified
7fdddd40aa59d7f74f390280463544858a1a51cf26db2018f688873bcd641c5e
self.assertEqual|test_embed_with_predictions|import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from te...
embeddings.shape[0])
123
8
webis-de/small-text
train
30
ba5993f5931890b47141762fdb6ec223485fa00d
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
125
8
self.assertEqual
test_embed_with_predictions
import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_...
predictions.shape[0])
modified
a759c07f5ae26459613f9882405e7b332db0507885f55e3120795468b0153924
self.assertEqual|test_embed_with_predictions|import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from te...
predictions.shape[0])
125
8
webis-de/small-text
train
30
ba5993f5931890b47141762fdb6ec223485fa00d
train
tests/unit/small_text/query_strategies/test_strategies.py
train
webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py
362
8
self.assertEqual
test_str
import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.query_strategies import EmptyP...
str(query_strategy))
added
f10da603acb5a37fbee1df0ee25935ee17f853bf5e24f8ad483f648b9c02c7d4
self.assertEqual|test_str|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.query_s...
null
null
null
webis-de/small-text
train
30
ba5993f5931890b47141762fdb6ec223485fa00d
train
tests/unit/small_text/query_strategies/test_strategies.py
train
webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py
536
8
self.assertIsNotNone
test_sample_with_fallback
import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.query_strategies import EmptyP...
indices)
added
6ccbd16ed050c3b9e6055f3d803e43d7614851cf8f22a69b26613a4867526aa0
self.assertIsNotNone|test_sample_with_fallback|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier fr...
null
null
null
webis-de/small-text
train
31
bf1eaf051e6c22f0e0d65118b236d6255888a5ab
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
75
8
self.assertEqual
test_embed
import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_...
embeddings.shape[0])
added
6d7e866143ca930e1043c9f92bc9c1a96d9317e8847dfa34084de85b29575170
self.assertEqual|test_embed|import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing...
null
null
null
webis-de/small-text
train
31
bf1eaf051e6c22f0e0d65118b236d6255888a5ab
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
134
8
self.assertEqual
test_embed_with_predictions
import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_...
predictions.shape[0])
added
f58c4f90ac2b9c647b9fe8959538ef68a12cd81085c1db652ec2b3d2e40bd839
self.assertEqual|test_embed_with_predictions|import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from te...
null
null
null
webis-de/small-text
train
31
bf1eaf051e6c22f0e0d65118b236d6255888a5ab
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
211
8
self.assertEqual
test_initialize_optimizer_and_scheduler_default
import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_...
classifier._default_optimizer(optimizer_params, base_lr).__class__)
added
936d0d2ddbf30946b152bc530ac5d40e376215da9dc6f78960bc4d38a003a260
self.assertEqual|test_initialize_optimizer_and_scheduler_default|import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_...
null
null
null
webis-de/small-text
train
31
bf1eaf051e6c22f0e0d65118b236d6255888a5ab
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
243
8
self.assertIsNotNone
test_initialize_optimizer_and_scheduler_custom
import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_...
scheduler)
added
d25bd3ec2ffb73568d3e730b86ce8688730cf283563ff65b5926a80c3fdf1e39
self.assertIsNotNone|test_initialize_optimizer_and_scheduler_custom|import unittest import pytest from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_ne...
null
null
null
webis-de/small-text
train
32
a73f296f7a8a1edaedc351accb0cf1ce453ece2a
train
tests/unit/small_text/test_active_learner.py
val
webis-de/small-text:tests/unit/small_text/test_active_learner.py
351
13
self.assertRaises
test_update_duplicate_indices_in_labeled_pool
import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions import Learne...
ValueError)
modified
c52bf98293a6c05cd86ab3ed0e351680389e78549a8847ccfa5270a270cae847
self.assertRaises|test_update_duplicate_indices_in_labeled_pool|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.e...
ValueError)
351
13
webis-de/small-text
train
32
a73f296f7a8a1edaedc351accb0cf1ce453ece2a
train
tests/unit/small_text/test_active_learner.py
val
webis-de/small-text:tests/unit/small_text/test_active_learner.py
388
12
assert_*
_test_update_label_at
import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions import Learne...
active_learner.y[-5:])
modified
091cee8a0faddfc015b0fee37b8f4f740ce3f434597907614c37526acb313656
assert_*|_test_update_label_at|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions import LearnerNotInitia...
active_learner.y[-5:])
388
12
webis-de/small-text
train
32
a73f296f7a8a1edaedc351accb0cf1ce453ece2a
train
tests/unit/small_text/test_active_learner.py
val
webis-de/small-text:tests/unit/small_text/test_active_learner.py
423
12
self.assertEqual
_test_remove_label_at
import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions import Learne...
len(active_learner.x_indices_labeled))
modified
47106e52c1ed01ddf3fcf203a34ab28035748a7bdaa70eb8cc36ea1340d0d174
self.assertEqual|_test_remove_label_at|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions import LearnerN...
len(active_learner.x_indices_labeled))
423
12
webis-de/small-text
train
32
a73f296f7a8a1edaedc351accb0cf1ce453ece2a
train
tests/unit/small_text/test_active_learner.py
val
webis-de/small-text:tests/unit/small_text/test_active_learner.py
483
8
assert_*
_test_ignore_sample_without_label_change
import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions import Learne...
active_learner.x_indices_ignored)
modified
fc29b24ed6e0ccbd1601f89e67e189f3c639939f0ce83580f78742e48dabe85c
assert_*|_test_ignore_sample_without_label_change|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions impo...
active_learner.x_indices_ignored)
483
8
webis-de/small-text
train
33
73990ac1533272dd9f83e1d0e74f12d38ed47285
train
tests/integration/small_text/integrations/transformers/test_serialization.py
test
webis-de/small-text:tests/integration/small_text/integrations/transformers/test_serialization.py
33
8
self.assertFalse
test_and_load_with_file_str
import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies import RandomSampling from small_te...
dataset.x[TransformersDataset.INDEX_TEXT].is_cuda)
added
2fdc1d6ed83f91fcd14315ec109a770cb5131128a63d8420ddc2329584886014
self.assertFalse|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strate...
null
null
null
webis-de/small-text
train
33
73990ac1533272dd9f83e1d0e74f12d38ed47285
train
tests/integration/small_text/integrations/transformers/test_serialization.py
test
webis-de/small-text:tests/integration/small_text/integrations/transformers/test_serialization.py
57
12
assert_*
test_and_load_with_file_str
import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies import RandomSampling from small_te...
active_learner.x_indices_labeled)
added
410fc98705280e3a18c14f5521f7089e52384a45de22f5ee5f1977c0f6e52c63
assert_*|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies imp...
null
null
null
webis-de/small-text
train
33
73990ac1533272dd9f83e1d0e74f12d38ed47285
train
tests/integration/small_text/integrations/transformers/test_serialization.py
test
webis-de/small-text:tests/integration/small_text/integrations/transformers/test_serialization.py
60
12
self.assertEqual
test_and_load_with_file_str
import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies import RandomSampling from small_te...
len(weights_after))
added
95c216966b29fd3873ee1e0e4a14ed04e780f8c504db9d91c4b9de5789b42009
self.assertEqual|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strate...
null
null
null
webis-de/small-text
train
33
73990ac1533272dd9f83e1d0e74f12d38ed47285
train
tests/integration/small_text/integrations/transformers/test_serialization.py
test
webis-de/small-text:tests/integration/small_text/integrations/transformers/test_serialization.py
62
16
assert_*
test_and_load_with_file_str
import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies import RandomSampling from small_te...
weights_after[i].cpu().detach().numpy())
added
9866c242d0471f830c105c5b6b4228a767b5a4f8bb5a913057da8b99ff55f47b
assert_*|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies imp...
null
null
null
webis-de/small-text
train
33
73990ac1533272dd9f83e1d0e74f12d38ed47285
train
tests/unit/small_text/integrations/pytorch/utils/test_data.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_data.py
28
8
self.assertTrue
test_dataloader_train
import unittest import numpy as np import pytest import torch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sampler import BatchSampler, SequentialSampler, RandomSampler from small_text.integrations.pytorch.utils.data import dataloader, get_class_weig...
isinstance(loader.dataset, np.ndarray))
added
57c88c8b34f1414b5fa47566612a4089c80660ce4987f5fd3dca8594544f0ac7
self.assertTrue|test_dataloader_train|import unittest import numpy as np import pytest import torch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sampler import BatchSampler, SequentialSampler, RandomSampler from small_text.integrations.pytorch.utils.data import ...
null
null
null
webis-de/small-text
train
33
73990ac1533272dd9f83e1d0e74f12d38ed47285
train
tests/unit/small_text/integrations/pytorch/utils/test_data.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_data.py
36
8
self.assertTrue
test_dataloader_test
import unittest import numpy as np import pytest import torch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sampler import BatchSampler, SequentialSampler, RandomSampler from small_text.integrations.pytorch.utils.data import dataloader, get_class_weig...
isinstance(loader.dataset, np.ndarray))
added
08873ac97245c8a2fd8c0dfc5cf4c2300dfbaf22c4f4792a064b181aff328df2
self.assertTrue|test_dataloader_test|import unittest import numpy as np import pytest import torch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sampler import BatchSampler, SequentialSampler, RandomSampler from small_text.integrations.pytorch.utils.data import d...
null
null
null
webis-de/small-text
train
33
73990ac1533272dd9f83e1d0e74f12d38ed47285
train
tests/unit/small_text/integrations/pytorch/utils/test_data.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_data.py
45
8
self.assertTrue
test_get_class_weights_binary
import unittest import numpy as np import pytest import torch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sampler import BatchSampler, SequentialSampler, RandomSampler from small_text.integrations.pytorch.utils.data import dataloader, get_class_weig...
torch.equal(torch.tensor([4., 1.0]), class_weights))
modified
f8408ab9adfb1cac24a2bf54f30b599f6b3fdd640c135829b6429f5b6738f365
self.assertTrue|test_get_class_weights_binary|import unittest import numpy as np import pytest import torch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sampler import BatchSampler, SequentialSampler, RandomSampler from small_text.integrations.pytorch.utils.data...
torch.equal(torch.tensor([4., 1.0]), class_weights))
42
8
webis-de/small-text
train
33
73990ac1533272dd9f83e1d0e74f12d38ed47285
train
tests/unit/small_text/integrations/pytorch/utils/test_data.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_data.py
50
8
self.assertTrue
test_get_class_weights_multiclass
import unittest import numpy as np import pytest import torch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sampler import BatchSampler, SequentialSampler, RandomSampler from small_text.integrations.pytorch.utils.data import dataloader, get_class_weig...
torch.equal(torch.tensor([7.0, 1.0, 7.0, 3.0]), class_weights))
modified
2868af254485ed775646498d66871ac9345af2681ff260b35e1de2dd6108017d
self.assertTrue|test_get_class_weights_multiclass|import unittest import numpy as np import pytest import torch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sampler import BatchSampler, SequentialSampler, RandomSampler from small_text.integrations.pytorch.utils....
torch.equal(torch.tensor([7.0, 1.0, 7.0, 3.0]), class_weights))
47
8
webis-de/small-text
train
34
5e75f058550b564e734f6a4f98b42f4b24967524
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
115
8
self.assertEqual
test_embed_with_layer_index
import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.ut...
embedding_one.shape[1])
modified
8d16592857f01aadefa20a69ab221ddbfff234e0dc3b11dd98da50385ad5cdc8
self.assertEqual|test_embed_with_layer_index|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets impo...
embedding_one.shape[1])
112
8
webis-de/small-text
train
34
5e75f058550b564e734f6a4f98b42f4b24967524
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
235
8
self.assertEqual
test_initialize_optimizer_and_scheduler_custom
import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.ut...
optimizer_arg)
added
e4c95642f475c64e0588cd94170f6f774c2023f51f1cccb46736f46f8238c64c
self.assertEqual|test_initialize_optimizer_and_scheduler_custom|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests....
null
null
null
webis-de/small-text
train
34
5e75f058550b564e734f6a4f98b42f4b24967524
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
251
8
self.assertTrue
test_predict_and_validate
import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.ut...
isinstance(y_pred, np.ndarray))
added
9e2969a32a08be864028c4aaee3db5e89fd8e5150466392e8f2f34e7c805ad36
self.assertTrue|test_predict_and_validate|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import ...
null
null
null
webis-de/small-text
train
34
5e75f058550b564e734f6a4f98b42f4b24967524
train
tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
train
webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py
273
12
self.assertEqual
test_validate_with_validations_per_epoch
import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.ut...
validate_spy.call_count)
added
5af1e78143818b2888c3c217cb64e7b940b729e2184f5662b87cad54606fd43d
self.assertEqual|test_validate_with_validations_per_epoch|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils....
null
null
null
webis-de/small-text
train
35
1f6afd7114c2a654cbfaa95abc94807e2db0cbbc
train
tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
29
13
self.assertRaises
test_embed_model_not_trained
import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.datasets import Pyt...
ValueError)
modified
762da1d453a344639a44d9a99a2b80a0a311fcb6200311932e983f30b67239fd
self.assertRaises|test_embed_model_not_trained|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrat...
ValueError)
31
13
webis-de/small-text
train
35
1f6afd7114c2a654cbfaa95abc94807e2db0cbbc
train
tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
46
12
self.assertFalse
test_embed
import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.datasets import Pyt...
classifier.model.training)
modified
961bd9de31dac348373662a05f65142478ecd47b80e4f980ded47e41ed1c9acd
self.assertFalse|test_embed|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.datase...
classifier.model.training)
48
12
webis-de/small-text
train
35
1f6afd7114c2a654cbfaa95abc94807e2db0cbbc
train
tests/integration/small_text/integrations/pytorch/test_serialization.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py
54
12
self.assertIsNotNone
test_and_load_with_file_str
import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies import RandomSampling from tests.ut...
active_learner)
modified
efd163477b31025498d7619573e8d11742ab532d1c9a05a4f53bb4fd83343e74
self.assertIsNotNone|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_st...
active_learner)
54
12
webis-de/small-text
train
35
1f6afd7114c2a654cbfaa95abc94807e2db0cbbc
train
tests/integration/small_text/integrations/pytorch/test_serialization.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py
60
16
assert_*
test_and_load_with_file_str
import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies import RandomSampling from tests.ut...
weights_after[i].cpu().detach().numpy())
modified
bc01bfbd5389181a3c75c09124bb0ddb6aa7fdffc3ccf85e03c67f794fa70947
assert_*|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies imp...
weights_after[i].cpu().detach().numpy())
60
16
webis-de/small-text
train
35
1f6afd7114c2a654cbfaa95abc94807e2db0cbbc
train
tests/unit/small_text/integrations/pytorch/test_datasets.py
val
webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py
172
8
self.assertEqual
test_init_with_numpy_slice
import unittest import pytest import numpy as np from collections import Counter from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFoundError...
len(dataset_view))
modified
50f03bd8d93da76fb1dec1bdc7b75073d254759f0e8cce6284a40d42021d7ec8
self.assertEqual|test_init_with_numpy_slice|import unittest import pytest import numpy as np from collections import Counter from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorc...
len(dataset_view))
172
8
webis-de/small-text
train
35
1f6afd7114c2a654cbfaa95abc94807e2db0cbbc
train
tests/unit/small_text/integrations/pytorch/test_datasets.py
val
webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py
178
8
assert_*
test_get_x
import unittest import pytest import numpy as np from collections import Counter from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFoundError...
dataset_view.x)
modified
2aa392674fe67842baf28bbed85931d5372c27b708272796d58bd1a15504c7f2
assert_*|test_get_x|import unittest import pytest import numpy as np from collections import Counter from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import Pyto...
dataset_view.x)
178
8
webis-de/small-text
train
35
1f6afd7114c2a654cbfaa95abc94807e2db0cbbc
train
tests/unit/small_text/integrations/pytorch/test_strategies.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_strategies.py
48
8
self.assertEqual
test_init
import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.query_strategies import ( BADGE, ExpectedGradientLength, ExpectedGradientLengthMaxWord) except PytorchNotFoundError: pass @pytest.mark....
strategy.device)
modified
ac9e37dedb52a519fbe3b8baa49d8c4e67df32996af009ed068abe9fe3f88263
self.assertEqual|test_init|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.query_strategies import ( BADGE, ExpectedGradientLength, ExpectedGradientLengthMaxWord) except PytorchNotFoundError: pass @pytest.mark.pytorch cl...
strategy.device)
46
8
webis-de/small-text
train
35
1f6afd7114c2a654cbfaa95abc94807e2db0cbbc
train
tests/unit/small_text/integrations/pytorch/test_strategies.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_strategies.py
61
8
self.assertEqual
test_init_default
import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.query_strategies import ( BADGE, ExpectedGradientLength, ExpectedGradientLengthMaxWord) except PytorchNotFoundError: pass @pytest.mark....
strategy.num_classes)
modified
290667213155ad8c7e7b38e8552850ce8ddd5d774a604b19fa816117012dd454
self.assertEqual|test_init_default|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.query_strategies import ( BADGE, ExpectedGradientLength, ExpectedGradientLengthMaxWord) except PytorchNotFoundError: pass @pytest.mark.py...
strategy.num_classes)
59
8
webis-de/small-text
train
36
763a86977eb6c1923d80ce991927dc8c2f2acc66
train
tests/integration/small_text/test_serialization.py
train
webis-de/small-text:tests/integration/small_text/test_serialization.py
66
8
self.assertIsNotNone
import unittest import tempfile import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory from small_text.query_strategies import Random...
active_learner)
modified
178799284a720c630bade757576f5cf6c94d5ce5da4330a61bdae0ac5cf632ec
self.assertIsNotNone||import unittest import tempfile import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory from small_text.query_strat...
active_learner.classifier)
65
8
webis-de/small-text
train
36
763a86977eb6c1923d80ce991927dc8c2f2acc66
train
tests/integration/small_text/test_serialization.py
train
webis-de/small-text:tests/integration/small_text/test_serialization.py
68
8
assert_*
import unittest import tempfile import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory from small_text.query_strategies import Random...
active_learner.x_indices_labeled)
added
34d14d8851b82cdbfc71b461db4f0a8318e5235d79caad886829c8c10804eb0a
assert_*||import unittest import tempfile import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory from small_text.query_strategies import...
null
null
null
webis-de/small-text
train
36
763a86977eb6c1923d80ce991927dc8c2f2acc66
train
tests/integration/small_text/test_serialization.py
train
webis-de/small-text:tests/integration/small_text/test_serialization.py
69
8
self.assertIsNotNone
import unittest import tempfile import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory from small_text.query_strategies import Random...
active_learner.classifier)
added
da0303fee642cbdc0e000dd4634232747f78f81006d2daadfb624735e8f57419
self.assertIsNotNone||import unittest import tempfile import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory from small_text.query_strat...
null
null
null
webis-de/small-text
train
36
763a86977eb6c1923d80ce991927dc8c2f2acc66
train
tests/integration/small_text/test_serialization.py
train
webis-de/small-text:tests/integration/small_text/test_serialization.py
70
8
self.assertEqual
import unittest import tempfile import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory from small_text.query_strategies import Random...
active_learner.query_strategy.__class__)
added
5edd79ac94908b603af93a1555c01a739dd812f96987a21ce3d879d0a62b6a4a
self.assertEqual||import unittest import tempfile import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory from small_text.query_strategie...
null
null
null
webis-de/small-text
train
37
2c8a1a97d69829188d00f258c64f1241fd938ef3
train
tests/unit/small_text/query_strategies/test_strategies.py
train
webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py
399
12
assert_*
test_query_when_embed_has_return_proba
import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.query_strategies import EmptyP...
clf.embeddings_)
added
217158c6ca0776e872ba9321c98e68e007be6df814278f955e4f02890ee81a5f
assert_*|test_query_when_embed_has_return_proba|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier f...
null
null
null
webis-de/small-text
train
37
2c8a1a97d69829188d00f258c64f1241fd938ef3
train
tests/unit/small_text/query_strategies/test_strategies.py
train
webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py
418
12
assert_*
test_query_when_embed_has_no_return_proba
import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.query_strategies import EmptyP...
clf.embeddings_)
added
06820a3c4d4cbaa6c57d1e1f49f4cc794d413968cbf54ccf2ee2141e07fc43fb
assert_*|test_query_when_embed_has_no_return_proba|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifie...
null
null
null
webis-de/small-text
train
37
2c8a1a97d69829188d00f258c64f1241fd938ef3
train
tests/unit/small_text/query_strategies/test_strategies.py
train
webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py
451
13
self.assertRaises
test_query_with_nonexistent_embed_kwargs_and_return_proba
import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.query_strategies import EmptyP...
TypeError)
modified
10750ec5243117e8b98978d5d7817a0b4af239c9fae25d00206affc9f9552171
self.assertRaises|test_query_with_nonexistent_embed_kwargs_and_return_proba|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLi...
TypeError)
451
13
webis-de/small-text
train
37
2c8a1a97d69829188d00f258c64f1241fd938ef3
train
tests/unit/small_text/query_strategies/test_strategies.py
train
webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py
472
8
self.assertEqual
test_query
import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.query_strategies import EmptyP...
indices.shape[0])
added
6fcf18fa6d426e2093c3428fec7c2fed7c38fb14cb0151266927525e2421c235
self.assertEqual|test_query|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.query...
null
null
null
webis-de/small-text
train
38
88b16119a287d9e3aa15fdb74f67fad2456b5227
train
tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
34
13
self.assertRaises
test_embed_model_not_trained
import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from smal...
ValueError)
added
1a9b08d6b50c9516f0162e2fa8f1f471a80ae19dab9ba3e9a5e762beacc2a2cb
self.assertRaises|test_embed_model_not_trained|import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn im...
null
null
null
webis-de/small-text
train
38
88b16119a287d9e3aa15fdb74f67fad2456b5227
train
tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
58
12
self.assertFalse
test_embed
import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from smal...
classifier.model.training)
added
38bc7a49762eb8285c566a920b84858bc09ed508ecffadaf426755b055b31112
self.assertFalse|test_embed|import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifi...
null
null
null
webis-de/small-text
train
38
88b16119a287d9e3aa15fdb74f67fad2456b5227
train
tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
99
16
self.assertEqual
test_embed_and_predict
import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from smal...
embeddings.shape[1])
added
912f5918c77a41a167941ad8c4e13a7e79099af88e953140674f8b89b8a0a7fc
self.assertEqual|test_embed_and_predict|import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import Ki...
null
null
null
webis-de/small-text
train
38
88b16119a287d9e3aa15fdb74f67fad2456b5227
train
tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py
102
16
self.assertEqual
test_embed_and_predict
import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from smal...
embeddings.shape[1])
added
47c4302319cb2b78f887f3255f5223e459a5e1aae7ac1c5093f25651e9262b95
self.assertEqual|test_embed_and_predict|import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import Ki...
null
null
null
webis-de/small-text
train
39
00633b75dbfbbe891a5104b0d41c8f1f4be3c4e0
train
tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn.py
val
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn.py
72
12
self.assertTrue
test_fit_and_validate
import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn imp...
0 <= acc <= 1)
added
707221322ee0958762001c2adbbc6848a0ec9bc716fe8e9399aa6a75314db565
self.assertTrue|test_fit_and_validate|import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pyto...
null
null
null
webis-de/small-text
train
39
00633b75dbfbbe891a5104b0d41c8f1f4be3c4e0
train
tests/integration/small_text/test_serialization.py
train
webis-de/small-text:tests/integration/small_text/test_serialization.py
69
8
self.assertIsNotNone
import unittest import tempfile import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory from small_text.query_strategies import Random...
active_learner.classifier)
modified
488c166fbccfb64448fd571b24b049cb2e193f80251ebfa3ef808ef1b1480a3b
self.assertIsNotNone||import unittest import tempfile import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory from small_text.query_strat...
active_learner.classifier)
69
8
webis-de/small-text
train
39
00633b75dbfbbe891a5104b0d41c8f1f4be3c4e0
train
tests/unit/small_text/classifiers/test_classifiers.py
train
webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py
45
12
self.assertTrue
test_predict_proba_on_empty_data
import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import SklearnDataset from tests.utils.datasets import random_sklearn_dataset, random_matrix_data class _ClassifierBa...
isinstance(proba, csr_matrix))
added
f4424bf4b7b6b2fe2d6b7d41f004710c2e87752ff9436e7bf11954a211300bb3
self.assertTrue|test_predict_proba_on_empty_data|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import SklearnDataset from tests.utils.datasets import random_sklearn_dat...
null
null
null
webis-de/small-text
train
39
00633b75dbfbbe891a5104b0d41c8f1f4be3c4e0
train
tests/unit/small_text/data/test_datasets.py
train
webis-de/small-text:tests/unit/small_text/data/test_datasets.py
399
8
self.assertEqual
test_split_data_stratified_return_indices
import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi_label from small_text.data.datasets i...
indices_valid.shape[0])
added
7bfb639999a1b075301e7172cfeb04a68dbb91c8ace854df0c070c9152652fdd
self.assertEqual|test_split_data_stratified_return_indices|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets...
null
null
null
webis-de/small-text
train
39
00633b75dbfbbe891a5104b0d41c8f1f4be3c4e0
train
tests/unit/small_text/data/test_sampling.py
test
webis-de/small-text:tests/unit/small_text/data/test_sampling.py
45
8
self.assertEqual
test_stratified_sampling_n_samples
import unittest import numpy as np from small_text.data import balanced_sampling, stratified_sampling from small_text.data.sampling import _get_class_histogram class StratifiedSamplingTest(unittest.TestCase): def test_stratified_sampling(self): y = np.array([0]*10 + [1]*10 + [2]*10 + [3]*70) ind...
counts.shape[0])
modified
febbf2a9448f39c66541b3d3aef2c29e02759a30e9c00ee27de0c5dc8a4135ec
self.assertEqual|test_stratified_sampling_n_samples|import unittest import numpy as np from small_text.data import balanced_sampling, stratified_sampling from small_text.data.sampling import _get_class_histogram class StratifiedSamplingTest(unittest.TestCase): def test_stratified_sampling(self): y = np.array([0]*10 + [...
len(counts))
45
8
webis-de/small-text
train
39
00633b75dbfbbe891a5104b0d41c8f1f4be3c4e0
train
tests/unit/small_text/initialization/test_strategies.py
train
webis-de/small-text:tests/unit/small_text/initialization/test_strategies.py
73
13
self.assertRaises
test_random_initialization_stratified_multilabel_illegal_strategy
import unittest import numpy as np from unittest.mock import patch from scipy.sparse import csr_matrix from small_text.data import balanced_sampling, stratified_sampling from small_text.initialization import random_initialization, \ random_initialization_stratified, random_initialization_balanced class RandomIn...
ValueError)
added
702510e16e122b893540ca164cc26e3c556f7cda5049c118fd4b15c599f7b720
self.assertRaises|test_random_initialization_stratified_multilabel_illegal_strategy|import unittest import numpy as np from unittest.mock import patch from scipy.sparse import csr_matrix from small_text.data import balanced_sampling, stratified_sampling from small_text.initialization import random_initialization, \ ran...
null
null
null
webis-de/small-text
train
39
00633b75dbfbbe891a5104b0d41c8f1f4be3c4e0
train
tests/unit/small_text/test_active_learner.py
val
webis-de/small-text:tests/unit/small_text/test_active_learner.py
288
12
assert_*
test_update_with_ignored_samples
import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, ActiveLearner, PoolBasedActiveLearne...
active_learner.x_indices_labeled)
added
7071572b121272e43905a0ef5acef5de543dc3e2197fc0ee19e97f3165389880
assert_*|test_update_with_ignored_samples|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, ActiveLe...
null
null
null
webis-de/small-text
train
39
00633b75dbfbbe891a5104b0d41c8f1f4be3c4e0
train
tests/unit/small_text/utils/test_clustering.py
train
webis-de/small-text:tests/unit/small_text/utils/test_clustering.py
58
8
self.assertEqual
test_init_kmeans_plusplus_safe_duplicate_indices_warning_suppressed
import unittest import numpy as np from unittest.mock import patch from small_text.utils.clustering import init_kmeans_plusplus_safe class ClusteringUtilsTest(unittest.TestCase): @patch('small_text.utils.clustering.warnings.warn') @patch('small_text.utils.clustering.choice') @patch('small_text.utils.cl...
centers.shape)
modified
fec134da50fe265299560c69a21449227b347bdb3a2b52131259d630475bf8d5
self.assertEqual|test_init_kmeans_plusplus_safe_duplicate_indices_warning_suppressed|import unittest import numpy as np from unittest.mock import patch from small_text.utils.clustering import init_kmeans_plusplus_safe class ClusteringUtilsTest(unittest.TestCase): @patch('small_text.utils.clustering.warnings.warn') @pat...
centers.shape)
58
8
webis-de/small-text
train
40
7614f7ac8b0eb16d32cb1a84df5a171911cb33e9
train
tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
52
8
self.assertIsNone
test_init_default_parameters
import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier ...
classifier.model)
modified
ae77eda016f13990770c6ee7fa76bc655462cc6d9a43901b705b15a0087c959f
self.assertIsNone|test_init_default_parameters|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers.ki...
classifier.model)
51
8
webis-de/small-text
train
40
7614f7ac8b0eb16d32cb1a84df5a171911cb33e9
train
tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
126
12
self.assertTrue
test_fit_without_validation_set
import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier ...
isinstance(call_args[1], PytorchDatasetView))
modified
83dc6f90746b6deb3a3a88089c1c1946e1432f8b50ee1102101b6681ebaa559c
self.assertTrue|test_fit_without_validation_set|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers.k...
isinstance(call_args[1], PytorchDatasetView))
124
12
webis-de/small-text
train
40
7614f7ac8b0eb16d32cb1a84df5a171911cb33e9
train
tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
144
12
self.assertEqual
test_fit_with_validation_set
import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier ...
len(call_args[0]))
modified
42fb4e835f1d8f5b84de8ad9734439519591837ee70b52da00073a8cb690b7ce
self.assertEqual|test_fit_with_validation_set|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers.kim...
len(call_args[0]))
142
12
webis-de/small-text
train
40
7614f7ac8b0eb16d32cb1a84df5a171911cb33e9
train
tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
175
13
self.assertRaisesRegex
test_fit_with_label_information_mismatch
import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier ...
ValueError, 'Conflicting information about the number of classes: ' 'expected: 3, encountered: 2')
modified
1c570f6809f27e2466ffd2a9fdaef3536b0ead79b4d8684b3fd385d8dec05ec9
self.assertRaisesRegex|test_fit_with_label_information_mismatch|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytor...
ValueError, 'Conflicting information about the number of classes: ' 'expected: 3, encountered: 2')
173
13
webis-de/small-text
train
41
5ec7216be950e7670c2636cd51a302bb8162650e
train
tests/integration/small_text/integrations/pytorch/classifiers/test_base.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_base.py
62
8
self.assertIsNotNone
test_initialize_optimizer_and_scheduler_default
import unittest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from small_text.integrations.pytorch.classifiers...
optimizer)
modified
09ebc8a1c0daa2df789537aeb15755a3784c21515bbfd8a5ce7e294a05b86e74
self.assertIsNotNone|test_initialize_optimizer_and_scheduler_default|import unittest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR fro...
optimizer)
62
8
webis-de/small-text
train
41
5ec7216be950e7670c2636cd51a302bb8162650e
train
tests/integration/small_text/integrations/pytorch/classifiers/test_base.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_base.py
63
8
self.assertIsNotNone
test_initialize_optimizer_and_scheduler_default
import unittest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from small_text.integrations.pytorch.classifiers...
scheduler)
modified
cd401040e5097c27b6087c047337ecb7c6a27ccb1cdbca1fa7cb1c11f3a1b105
self.assertIsNotNone|test_initialize_optimizer_and_scheduler_default|import unittest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR fro...
scheduler)
63
8
webis-de/small-text
train
41
5ec7216be950e7670c2636cd51a302bb8162650e
train
tests/integration/small_text/integrations/pytorch/classifiers/test_base.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_base.py
92
8
self.assertIsNotNone
test_initialize_optimizer_and_scheduler_custom
import unittest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from small_text.integrations.pytorch.classifiers...
optimizer)
modified
db1f198ac672c61b0cadb4b619a649e4a8a8e4b9e51ae2eae0530718e3e69ba1
self.assertIsNotNone|test_initialize_optimizer_and_scheduler_custom|import unittest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from...
optimizer)
93
8
webis-de/small-text
train
41
5ec7216be950e7670c2636cd51a302bb8162650e
train
tests/integration/small_text/integrations/pytorch/classifiers/test_base.py
train
webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_base.py
93
8
self.assertIsNotNone
test_initialize_optimizer_and_scheduler_custom
import unittest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from small_text.integrations.pytorch.classifiers...
scheduler)
modified
0baddefd796e7edb16feabf2804addf1d45064d102f338d6b85d9f137db49359
self.assertIsNotNone|test_initialize_optimizer_and_scheduler_custom|import unittest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from...
scheduler)
94
8
webis-de/small-text
train
42
71e0ffa2c67b4d59cbb57f920312230ad95053e8
train
tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
112
13
self.assertRaises
test_init_without_embedding_matrix
import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier ...
ValueError)
added
fe201d84732f41122bab24dd11f2db58e9aad1d3817c0c041dd2a3d9efdefa02
self.assertRaises|test_init_without_embedding_matrix|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifi...
null
null
null
webis-de/small-text
train
42
71e0ffa2c67b4d59cbb57f920312230ad95053e8
train
tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
149
12
self.assertEqual
test_fit_with_validation_set
import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier ...
len(call_args[1]))
added
615a0bcc5437de433ed860ca3d6a88a2df24e00af383678a87d0f2c67453c71b
self.assertEqual|test_fit_with_validation_set|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers.kim...
null
null
null
webis-de/small-text
train
42
71e0ffa2c67b4d59cbb57f920312230ad95053e8
train
tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
193
8
self.assertTrue
test_predict_on_empty_data
import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier ...
np.issubdtype(predictions.dtype, np.integer))
added
919cbfdfd124127cbf8fbffff6643706ae2b01402c3a87de91781e90c190077c
self.assertTrue|test_predict_on_empty_data|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers.kimcnn...
null
null
null
webis-de/small-text
train
42
71e0ffa2c67b4d59cbb57f920312230ad95053e8
train
tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
train
webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py
204
8
self.assertTrue
test_predict_proba_on_empty_data
import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier ...
np.issubdtype(proba.dtype, np.float))
added
4cdc0d560306d6edc5f967e9090c6ac2b44d7c4b09627d027b85cf91c8e896ae
self.assertTrue|test_predict_proba_on_empty_data|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifiers....
null
null
null
webis-de/small-text
train
43
96f820b2244102bb7f23905a2034d8ebd0aec825
train
tests/unit/small_text/stopping_criteria/test_base.py
train
webis-de/small-text:tests/unit/small_text/stopping_criteria/test_base.py
34
13
self.assertRaises
test_init_multiclass
import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from small_text.stopping_criteria.base import DeltaFScore class DeltaFScoreTest(unittest.TestCase): def test_init_default(self): stopping_criterion = DeltaFScore(2) self.assertEqual(2, st...
ValueError)
added
d93cf140f1a5291607460426ccb0e7d1687cd0efb7528eaa975590c30262bb04
self.assertRaises|test_init_multiclass|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from small_text.stopping_criteria.base import DeltaFScore class DeltaFScoreTest(unittest.TestCase): def test_init_default(self): stopping_criterion = DeltaFScore(2) self.asse...
null
null
null
webis-de/small-text
train
43
96f820b2244102bb7f23905a2034d8ebd0aec825
train
tests/unit/small_text/stopping_criteria/test_base.py
train
webis-de/small-text:tests/unit/small_text/stopping_criteria/test_base.py
59
8
assert_*
test_second_stop_call
import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from small_text.stopping_criteria.base import DeltaFScore class DeltaFScoreTest(unittest.TestCase): def test_init_default(self): stopping_criterion = DeltaFScore(2) self.assertEqual(2, st...
stopping_criterion.last_predictions)
added
70d399d7b42c6318d031cc6712d570e5476cb070981679fdaccd97900e5e997e
assert_*|test_second_stop_call|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from small_text.stopping_criteria.base import DeltaFScore class DeltaFScoreTest(unittest.TestCase): def test_init_default(self): stopping_criterion = DeltaFScore(2) self.assertEqual(...
null
null
null
webis-de/small-text
train
43
96f820b2244102bb7f23905a2034d8ebd0aec825
train
tests/unit/small_text/stopping_criteria/test_base.py
train
webis-de/small-text:tests/unit/small_text/stopping_criteria/test_base.py
76
8
assert_*
test_stop
import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from small_text.stopping_criteria.base import DeltaFScore class DeltaFScoreTest(unittest.TestCase): def test_init_default(self): stopping_criterion = DeltaFScore(2) self.assertEqual(2, st...
stopping_criterion.delta_history)
added
383e314736a19a59129044de517ee739f29ac86c4abbbf757021f3373365dfaa
assert_*|test_stop|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from small_text.stopping_criteria.base import DeltaFScore class DeltaFScoreTest(unittest.TestCase): def test_init_default(self): stopping_criterion = DeltaFScore(2) self.assertEqual(2, stopping_...
null
null
null
webis-de/small-text
train
43
96f820b2244102bb7f23905a2034d8ebd0aec825
train
tests/unit/small_text/stopping_criteria/test_base.py
train
webis-de/small-text:tests/unit/small_text/stopping_criteria/test_base.py
95
13
self.assertRaises
test_stop_with_prediction_size_changing
import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from small_text.stopping_criteria.base import DeltaFScore class DeltaFScoreTest(unittest.TestCase): def test_init_default(self): stopping_criterion = DeltaFScore(2) self.assertEqual(2, st...
ValueError)
added
a493f4cca60f19d77d275f3a0b5969f1aac0702d4d625bf5d1043c8ca3b8c848
self.assertRaises|test_stop_with_prediction_size_changing|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from small_text.stopping_criteria.base import DeltaFScore class DeltaFScoreTest(unittest.TestCase): def test_init_default(self): stopping_criterion = Delta...
null
null
null
webis-de/small-text
train
43
96f820b2244102bb7f23905a2034d8ebd0aec825
train
tests/unit/small_text/stopping_criteria/test_kappa.py
train
webis-de/small-text:tests/unit/small_text/stopping_criteria/test_kappa.py
34
8
self.assertEqual
test_init_with_kwargs
import json import unittest import warnings import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) ...
stopping_criterion.kappa)
added
dd5e31257050776c11088a278480d0628ffddad5f83a9abb9cdcd9378c2b1603
self.assertEqual|test_init_with_kwargs|import json import unittest import warnings import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = Kap...
null
null
null
webis-de/small-text
train
43
96f820b2244102bb7f23905a2034d8ebd0aec825
train
tests/unit/small_text/stopping_criteria/test_kappa.py
train
webis-de/small-text:tests/unit/small_text/stopping_criteria/test_kappa.py
58
8
self.assertEqual
test_second_stop_call
import json import unittest import warnings import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) ...
stopping_criterion.kappa_history)
added
b3428bcd2b94c40b3478f8870f841276f01d0dfb490893e9c079dcf709842ca0
self.assertEqual|test_second_stop_call|import json import unittest import warnings import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = Kap...
null
null
null
webis-de/small-text
train
43
96f820b2244102bb7f23905a2034d8ebd0aec825
train
tests/unit/small_text/stopping_criteria/test_kappa.py
train
webis-de/small-text:tests/unit/small_text/stopping_criteria/test_kappa.py
83
13
self.assertRaises
test_stop_with_predictions_none
import json import unittest import warnings import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) ...
ValueError)
added
e90e1c1a2668fb6fb118946460c3878dd7ecf3c5bacd6d7811a2c3bb98c2482a
self.assertRaises|test_stop_with_predictions_none|import json import unittest import warnings import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_crit...
null
null
null
webis-de/small-text
train
43
96f820b2244102bb7f23905a2034d8ebd0aec825
train
tests/unit/small_text/stopping_criteria/test_kappa.py
train
webis-de/small-text:tests/unit/small_text/stopping_criteria/test_kappa.py
117
8
assert_*
test_stop_with_nans_occurring
import json import unittest import warnings import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) ...
stopping_criterion.last_predictions)
added
5bdfd782256da1e215ce796180f7daf7529db8658dffdd13e9445b687ff24502
assert_*|test_stop_with_nans_occurring|import json import unittest import warnings import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = Kap...
null
null
null
webis-de/small-text
train
44
3d593243cabe94aa1be7b9e4664908f307f42e37
train
tests/unit/small_text/stopping_criteria/test_kappa.py
train
webis-de/small-text:tests/unit/small_text/stopping_criteria/test_kappa.py
28
8
self.assertEqual
test_init_with_kwargs
import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) self.assertEqual([], stopping_criterion.kappa_history...
stopping_criterion.window_size)
added
476b785bb979db73437265b6440c2566084c6939e1207e14de81440f7c654b5c
self.assertEqual|test_init_with_kwargs|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) self.assertEqual([], stopping_criterion....
null
null
null
webis-de/small-text
train
44
3d593243cabe94aa1be7b9e4664908f307f42e37
train
tests/unit/small_text/stopping_criteria/test_kappa.py
train
webis-de/small-text:tests/unit/small_text/stopping_criteria/test_kappa.py
40
8
self.assertEqual
test_first_stop_call
import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) self.assertEqual([], stopping_criterion.kappa_history...
stopping_criterion.kappa_history)
added
496a285afa93ad36820a3397683af5eaf6de3c0c92c3f4a0a5fe10ef6677186a
self.assertEqual|test_first_stop_call|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) self.assertEqual([], stopping_criterion.k...
null
null
null
webis-de/small-text
train
44
3d593243cabe94aa1be7b9e4664908f307f42e37
train
tests/unit/small_text/stopping_criteria/test_kappa.py
train
webis-de/small-text:tests/unit/small_text/stopping_criteria/test_kappa.py
59
13
self.assertRaises
test_stop_with_predictions_none
import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) self.assertEqual([], stopping_criterion.kappa_history...
ValueError)
added
2b97e4b0563be1f56c2e2c153bc249a954f823e2a6f64b00f9a317c660685019
self.assertRaises|test_stop_with_predictions_none|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) self.assertEqual([], stopping...
null
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null