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 | 96 | 1b87c6785c341c34403aabf2a418bffd00feb229 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 710 | 8 | self.assertEqual | test_sample | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small... | indices.shape[0]) | modified | 26bf856ddbcfd65fd78e3b0d70ff7bbb49dcf206b2dcd450baea529dc5952f8f | self.assertEqual|test_sample|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, Sk... | indices.shape[0]) | 711 | 8 |
webis-de/small-text | train | 96 | 1b87c6785c341c34403aabf2a418bffd00feb229 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 755 | 13 | self.assertRaisesRegex | test_sample_with_clf_that_does_not_return_proba | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small... | ValueError, 'Error: embeddings_proba is None. This strategy') | modified | ecd5c7fdaa802969419aabff8aa80a8da437397c0ce768c6e0d04fce145dfb68 | self.assertRaisesRegex|test_sample_with_clf_that_does_not_return_proba|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifi... | ValueError, 'Error: embeddings_proba is None. This strategy') | 756 | 13 |
webis-de/small-text | train | 96 | 1b87c6785c341c34403aabf2a418bffd00feb229 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 853 | 8 | self.assertEqual | test_discriminative_active_learning_str | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small... | str(strategy)) | modified | 168b195da7fdf2cbe0f697c5c5ae2062e9c4e98785f92ff04a6247fc44b83c20 | self.assertEqual|test_discriminative_active_learning_str|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import Con... | str(strategy)) | 854 | 8 |
webis-de/small-text | train | 97 | 23382d21732cc439fbb537fa30639acab8b64333 | train | tests/unit/small_text/utils/test_annotations.py | train | webis-de/small-text:tests/unit/small_text/utils/test_annotations.py | 40 | 13 | self.assertRaisesRegex | test_func_failure_of_removal | import unittest
from packaging import version
from unittest.mock import patch
from small_text.utils.annotations import (
deprecated,
experimental,
DeprecationError,
ExperimentalWarning
)
class DeprecationUtilsTest(unittest.TestCase):
def test_deprecate_invalid_target(self):
with self.as... | DeprecationError, r'The function myfunc should have been removed ' r'before version 10\.0\.0\.') | added | ce78e91f3907e94fa1d456735639d5b63d7b81efceb274de775c13a854c7bf88 | self.assertRaisesRegex|test_func_failure_of_removal|import unittest from packaging import version from unittest.mock import patch from small_text.utils.annotations import ( deprecated, experimental, DeprecationError, ExperimentalWarning ) class DeprecationUtilsTest(unittest.TestCase): def test_deprecate_invalid_target(... | null | null | null |
webis-de/small-text | train | 97 | 23382d21732cc439fbb537fa30639acab8b64333 | train | tests/unit/small_text/utils/test_annotations.py | train | webis-de/small-text:tests/unit/small_text/utils/test_annotations.py | 79 | 12 | self.assertTrue | test_deprecate_function_with_removed_in | import unittest
from packaging import version
from unittest.mock import patch
from small_text.utils.annotations import (
deprecated,
experimental,
DeprecationError,
ExperimentalWarning
)
class DeprecationUtilsTest(unittest.TestCase):
def test_deprecate_invalid_target(self):
with self.as... | myfunc('foo')) | added | 6d18a67c4942346fd932e61a2e9733b224385fe65d87cf9cb5a431b1afd35798 | self.assertTrue|test_deprecate_function_with_removed_in|import unittest from packaging import version from unittest.mock import patch from small_text.utils.annotations import ( deprecated, experimental, DeprecationError, ExperimentalWarning ) class DeprecationUtilsTest(unittest.TestCase): def test_deprecate_invalid_tar... | null | null | null |
webis-de/small-text | train | 97 | 23382d21732cc439fbb537fa30639acab8b64333 | train | tests/unit/small_text/utils/test_annotations.py | train | webis-de/small-text:tests/unit/small_text/utils/test_annotations.py | 91 | 12 | self.assertTrue | test_deprecate_function_with_replacement | import unittest
from packaging import version
from unittest.mock import patch
from small_text.utils.annotations import (
deprecated,
experimental,
DeprecationError,
ExperimentalWarning
)
class DeprecationUtilsTest(unittest.TestCase):
def test_deprecate_invalid_target(self):
with self.as... | myfunc('foo')) | added | 56ebe8f2f38c088612457d208beddec56dd643fe0c6cf12c294d4839a5d5d014 | self.assertTrue|test_deprecate_function_with_replacement|import unittest from packaging import version from unittest.mock import patch from small_text.utils.annotations import ( deprecated, experimental, DeprecationError, ExperimentalWarning ) class DeprecationUtilsTest(unittest.TestCase): def test_deprecate_invalid_ta... | null | null | null |
webis-de/small-text | train | 97 | 23382d21732cc439fbb537fa30639acab8b64333 | train | tests/unit/small_text/utils/test_annotations.py | train | webis-de/small-text:tests/unit/small_text/utils/test_annotations.py | 105 | 12 | self.assertTrue | test_deprecate_function_with_removed_in_and_replacement | import unittest
from packaging import version
from unittest.mock import patch
from small_text.utils.annotations import (
deprecated,
experimental,
DeprecationError,
ExperimentalWarning
)
class DeprecationUtilsTest(unittest.TestCase):
def test_deprecate_invalid_target(self):
with self.as... | myfunc('foo')) | added | 9b6c67012c95e009fb8e2636eb5f384f1a227c3374e8a8f44906b3595060d92a | self.assertTrue|test_deprecate_function_with_removed_in_and_replacement|import unittest from packaging import version from unittest.mock import patch from small_text.utils.annotations import ( deprecated, experimental, DeprecationError, ExperimentalWarning ) class DeprecationUtilsTest(unittest.TestCase): def test_depre... | null | null | null |
webis-de/small-text | train | 98 | 2616e04218056c2450095c749ea2a7a6c3b85488 | train | tests/unit/small_text/data/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/data/test_dataset_construction.py | 46 | 12 | assert_* | test_from_arrays_with_ndarray | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from sklearn.feature_extraction.text import TfidfVectorizer
from unittest.mock import patch
from small_text.data import SklearnDataset
from tests.utils.datasets import random_labeling, random_labels
from tests.utils.testing import assert_... | dataset.y) | added | 51f3295d94e42af04f41f996e6010af2cbe1bf37c1f18a20092e5b3fad5d1484 | assert_*|test_from_arrays_with_ndarray|import unittest import numpy as np from numpy.testing import assert_array_equal from sklearn.feature_extraction.text import TfidfVectorizer from unittest.mock import patch from small_text.data import SklearnDataset from tests.utils.datasets import random_labeling, random_labels fr... | null | null | null |
webis-de/small-text | train | 98 | 2616e04218056c2450095c749ea2a7a6c3b85488 | train | tests/unit/small_text/data/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/data/test_dataset_construction.py | 92 | 12 | self.assertTrue | test_from_arrays_with_lists | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from sklearn.feature_extraction.text import TfidfVectorizer
from unittest.mock import patch
from small_text.data import SklearnDataset
from tests.utils.datasets import random_labeling, random_labels
from tests.utils.testing import assert_... | is_fitted) | added | 944c596acd84e12d1a46efe30655d1f799be581b8279381c90d1eb5f82185d87 | self.assertTrue|test_from_arrays_with_lists|import unittest import numpy as np from numpy.testing import assert_array_equal from sklearn.feature_extraction.text import TfidfVectorizer from unittest.mock import patch from small_text.data import SklearnDataset from tests.utils.datasets import random_labeling, random_labe... | null | null | null |
webis-de/small-text | train | 98 | 2616e04218056c2450095c749ea2a7a6c3b85488 | train | tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | 103 | 8 | self.assertTrue | test_from_arrays_with_ndarray | import unittest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels
try:
from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset
except (PytorchNotFoundError, ModuleNotFoundErr... | dataset.is_multi_label) | added | 81fa11f0aec5c26993a0101f02370f2ca3bce014a5d0cb8c2c14008b6e007d9d | self.assertTrue|test_from_arrays_with_ndarray|import unittest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels try: from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset except (... | null | null | null |
webis-de/small-text | train | 98 | 2616e04218056c2450095c749ea2a7a6c3b85488 | train | tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | 136 | 13 | self.assertRaisesRegex | test_from_arrays_with_test_data_and_no_vocab | import unittest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels
try:
from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset
except (PytorchNotFoundError, ModuleNotFoundErr... | ValueError, 'Vocab must have been built') | added | 5a367ff6883ef431dddc09665baa4363e8e958293ed2b43bad17b8d111b246f7 | self.assertRaisesRegex|test_from_arrays_with_test_data_and_no_vocab|import unittest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels try: from small_text.integrations.pytorch.datasets import PytorchTextClassifi... | null | null | null |
webis-de/small-text | train | 98 | 2616e04218056c2450095c749ea2a7a6c3b85488 | train | tests/unit/small_text/integrations/transformers/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_dataset_construction.py | 23 | 8 | self.assertEqual | test_from_arrays_with_lists | import unittest
import numpy as np
from transformers import AutoTokenizer
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels
try:
from small_text.integrations.transformers.datasets import TransformersDataset
except (PytorchN... | len(dataset)) | added | 3f5a9ff94dd8f94d0e7b6c10ebec4e2f2de0ef524078f4e46ce85bae409740a0 | self.assertEqual|test_from_arrays_with_lists|import unittest import numpy as np from transformers import AutoTokenizer from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels try: from small_text.integrations.transformers.datasets impor... | null | null | null |
webis-de/small-text | train | 98 | 2616e04218056c2450095c749ea2a7a6c3b85488 | train | tests/utils/datasets.py | train | webis-de/small-text:tests/utils/datasets.py | 105 | 4 | assert | import numpy as np
from collections import Counter
from scipy import sparse
from sklearn.datasets import fetch_20newsgroups
from small_text.data.datasets import SklearnDataset
from small_text.data.sampling import _get_class_histogram
try:
import torch
from torchtext.vocab import Vocab
from small_text.in... | '<unk>' | added | 339c4a1a33c9880622b69217bd329062cccf96cc75b25909c1ee6d666c5da967 | assert||import numpy as np from collections import Counter from scipy import sparse from sklearn.datasets import fetch_20newsgroups from small_text.data.datasets import SklearnDataset from small_text.data.sampling import _get_class_histogram try: import torch from torchtext.vocab import Vocab from small_text.integratio... | null | null | null | |
webis-de/small-text | train | 98 | 2616e04218056c2450095c749ea2a7a6c3b85488 | train | tests/utils/datasets.py | train | webis-de/small-text:tests/utils/datasets.py | 106 | 4 | assert | import numpy as np
from collections import Counter
from scipy import sparse
from sklearn.datasets import fetch_20newsgroups
from small_text.data.datasets import SklearnDataset
from small_text.data.sampling import _get_class_histogram
try:
import torch
from torchtext.vocab import Vocab
from small_text.in... | '<pad>' | added | 3ec53cefa5cdb06f8f01f0dc5cff4b08da201c6bf48a23e40a54c45b80ab2024 | assert||import numpy as np from collections import Counter from scipy import sparse from sklearn.datasets import fetch_20newsgroups from small_text.data.datasets import SklearnDataset from small_text.data.sampling import _get_class_histogram try: import torch from torchtext.vocab import Vocab from small_text.integratio... | null | null | null | |
webis-de/small-text | train | 98 | 2616e04218056c2450095c749ea2a7a6c3b85488 | train | tests/utils/object_factory.py | train | webis-de/small-text:tests/utils/object_factory.py | 11 | 4 | assert | import numpy as np
from small_text.active_learner import PoolBasedActiveLearner
from small_text.utils.labels import list_to_csr
from tests.utils.datasets import random_labeling
def get_initialized_active_learner(clf_factory, query_strategy, dataset, initial_indices=10,
num_classes... | num_classes | modified | ad32a5d4f8d8c2b85e6a95368d7ab8e340e2c2b9dad21bff958818133cd0b5fc | assert||import numpy as np from small_text.active_learner import PoolBasedActiveLearner from small_text.utils.labels import list_to_csr from tests.utils.datasets import random_labeling def get_initialized_active_learner(clf_factory, query_strategy, dataset, initial_indices=10, num_classes=2, multi_label=False): assert ... | num_classes | 11 | 4 | |
webis-de/small-text | train | 99 | da83d754510c53e096c40dc6bd9e8787c9ad5666 | train | tests/unit/small_text/data/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/data/test_dataset_construction.py | 89 | 12 | self.assertEqual | test_from_arrays_with_lists | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from sklearn.feature_extraction.text import TfidfVectorizer
from unittest.mock import patch
from small_text.data import SklearnDataset
from tests.utils.datasets import random_labeling, random_labels
from tests.utils.testing import assert_... | len(dataset)) | modified | 49a539b9a0355a5a21737e42d4624c2db88dc3370c79494a6b0614651c32fcc1 | self.assertEqual|test_from_arrays_with_lists|import unittest import numpy as np from numpy.testing import assert_array_equal from sklearn.feature_extraction.text import TfidfVectorizer from unittest.mock import patch from small_text.data import SklearnDataset from tests.utils.datasets import random_labeling, random_lab... | len(dataset)) | 88 | 12 |
webis-de/small-text | train | 99 | da83d754510c53e096c40dc6bd9e8787c9ad5666 | train | tests/unit/small_text/data/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/data/test_dataset_construction.py | 108 | 12 | self.assertEqual | test_from_arrays_with_ndarray | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from sklearn.feature_extraction.text import TfidfVectorizer
from unittest.mock import patch
from small_text.data import SklearnDataset
from tests.utils.datasets import random_labeling, random_labels
from tests.utils.testing import assert_... | len(dataset)) | modified | dadcec90c16919314b82bd30a7cecc99e3efa6dfa92f4fc2e89698a94bffeb4d | self.assertEqual|test_from_arrays_with_ndarray|import unittest import numpy as np from numpy.testing import assert_array_equal from sklearn.feature_extraction.text import TfidfVectorizer from unittest.mock import patch from small_text.data import SklearnDataset from tests.utils.datasets import random_labeling, random_l... | len(dataset)) | 107 | 12 |
webis-de/small-text | train | 99 | da83d754510c53e096c40dc6bd9e8787c9ad5666 | train | tests/unit/small_text/data/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/data/test_dataset_construction.py | 112 | 12 | self.assertTrue | test_from_arrays_with_ndarray | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from sklearn.feature_extraction.text import TfidfVectorizer
from unittest.mock import patch
from small_text.data import SklearnDataset
from tests.utils.datasets import random_labeling, random_labels
from tests.utils.testing import assert_... | is_fitted) | modified | 7fc11c9c80748a4135ee57dd231d9045f85a03b89680c39990044a08ca52a68f | self.assertTrue|test_from_arrays_with_ndarray|import unittest import numpy as np from numpy.testing import assert_array_equal from sklearn.feature_extraction.text import TfidfVectorizer from unittest.mock import patch from small_text.data import SklearnDataset from tests.utils.datasets import random_labeling, random_la... | is_fitted) | 111 | 12 |
webis-de/small-text | train | 99 | da83d754510c53e096c40dc6bd9e8787c9ad5666 | train | tests/unit/small_text/data/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/data/test_dataset_construction.py | 131 | 12 | assert_* | test_from_arrays_test_data | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from sklearn.feature_extraction.text import TfidfVectorizer
from unittest.mock import patch
from small_text.data import SklearnDataset
from tests.utils.datasets import random_labeling, random_labels
from tests.utils.testing import assert_... | dataset.y) | modified | e3fead5f95d7f087da185c89dde9a43ef64d886259c51f19cfad89ab29674e90 | assert_*|test_from_arrays_test_data|import unittest import numpy as np from numpy.testing import assert_array_equal from sklearn.feature_extraction.text import TfidfVectorizer from unittest.mock import patch from small_text.data import SklearnDataset from tests.utils.datasets import random_labeling, random_labels from ... | dataset.y) | 129 | 12 |
webis-de/small-text | train | 99 | da83d754510c53e096c40dc6bd9e8787c9ad5666 | train | tests/utils/datasets.py | train | webis-de/small-text:tests/utils/datasets.py | 105 | 4 | assert | import numpy as np
from collections import Counter
from scipy import sparse
from sklearn.datasets import fetch_20newsgroups
from small_text.data.datasets import SklearnDataset
from small_text.data.sampling import _get_class_histogram
try:
import torch
from torchtext.vocab import Vocab
from small_text.in... | '<unk>' | modified | 74b19d9e0a10202166aeabf036167e6ff41eb3d1ebd90ec3365aeb6a8e6a93a4 | assert||import numpy as np from collections import Counter from scipy import sparse from sklearn.datasets import fetch_20newsgroups from small_text.data.datasets import SklearnDataset from small_text.data.sampling import _get_class_histogram try: import torch from torchtext.vocab import Vocab from small_text.integratio... | '<unk>' | 105 | 4 | |
webis-de/small-text | train | 99 | da83d754510c53e096c40dc6bd9e8787c9ad5666 | train | tests/utils/datasets.py | train | webis-de/small-text:tests/utils/datasets.py | 106 | 4 | assert | import numpy as np
from collections import Counter
from scipy import sparse
from sklearn.datasets import fetch_20newsgroups
from small_text.data.datasets import SklearnDataset
from small_text.data.sampling import _get_class_histogram
try:
import torch
from torchtext.vocab import Vocab
from small_text.in... | '<pad>' | modified | d57eb677dec041ef4518f62c79fd89634561cd01849c54d6f4c5d8ecedafdbe9 | assert||import numpy as np from collections import Counter from scipy import sparse from sklearn.datasets import fetch_20newsgroups from small_text.data.datasets import SklearnDataset from small_text.data.sampling import _get_class_histogram try: import torch from torchtext.vocab import Vocab from small_text.integratio... | '<pad>' | 106 | 4 | |
webis-de/small-text | train | 100 | 83e45a5a4aad071fb0676ea3908afa976f3c0559 | train | tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | 68 | 8 | self.assertEqual | test_from_arrays_with_test_data | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels
try:
from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset
except (PytorchNotFoundError, Mo... | len(dataset)) | modified | 1a78b436ec5e9694b82ba90a0e5a0a2d4cc17b63051ef392eb27da3dff65a05a | self.assertEqual|test_from_arrays_with_test_data|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels try: from small_text.integrations.pytorch.datasets import PytorchTextClassificatio... | len(dataset)) | 65 | 8 |
webis-de/small-text | train | 100 | 83e45a5a4aad071fb0676ea3908afa976f3c0559 | train | tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | 96 | 8 | self.assertEqual | test_from_arrays_with_lists | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels
try:
from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset
except (PytorchNotFoundError, Mo... | len(dataset)) | added | c204194c62741fc934d279f349c9d810cf858a0d810ce61369cf4c35259490d7 | self.assertEqual|test_from_arrays_with_lists|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels try: from small_text.integrations.pytorch.datasets import PytorchTextClassificationDat... | null | null | null |
webis-de/small-text | train | 100 | 83e45a5a4aad071fb0676ea3908afa976f3c0559 | train | tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | 109 | 8 | self.assertTrue | test_from_arrays_with_ndarray | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels
try:
from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset
except (PytorchNotFoundError, Mo... | 'data' in dataset.vocab.stoi) | added | add052bc3b6ce12d7974d1953c996a1d702fe19afd9242374e59c671607b3808 | self.assertTrue|test_from_arrays_with_ndarray|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels try: from small_text.integrations.pytorch.datasets import PytorchTextClassificationDa... | null | null | null |
webis-de/small-text | train | 100 | 83e45a5a4aad071fb0676ea3908afa976f3c0559 | train | tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | 140 | 13 | self.assertRaisesRegex | test_from_arrays_with_test_data_and_no_vocab | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels
try:
from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset
except (PytorchNotFoundError, Mo... | ValueError, 'Vocab must have been built') | added | 86698aa891381469ad349f1cd8171170ee8d11740db5842ffd4879f55b2eb402 | self.assertRaisesRegex|test_from_arrays_with_test_data_and_no_vocab|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels try: from small_text.integrations.pytorch.datasets import Pytor... | null | null | null |
webis-de/small-text | train | 100 | 83e45a5a4aad071fb0676ea3908afa976f3c0559 | train | tests/unit/small_text/integrations/transformers/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_dataset_construction.py | 26 | 8 | self.assertEqual | test_from_arrays_with_lists | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels
try:
from transformers import AutoTokenizer
from small_text.integrations.transformers.datasets import TransformersDatas... | len(dataset)) | modified | 05621122ce4cd2b15ccd52e603bcfb8af21ff3afbd2a589998ca91873fe7677b | self.assertEqual|test_from_arrays_with_lists|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels try: from transformers import AutoTokenizer from small_text.integrations.transformers.... | len(dataset)) | 23 | 8 |
webis-de/small-text | train | 100 | 83e45a5a4aad071fb0676ea3908afa976f3c0559 | train | tests/unit/small_text/integrations/transformers/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_dataset_construction.py | 34 | 8 | self.assertEqual | test_from_arrays_with_ndarray | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels
try:
from transformers import AutoTokenizer
from small_text.integrations.transformers.datasets import TransformersDatas... | len(dataset)) | modified | 76c5ae1cdda4cb8a771c7700666b4b7dbf06fb1ae4911050e38538380a412b74 | self.assertEqual|test_from_arrays_with_ndarray|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels try: from transformers import AutoTokenizer from small_text.integrations.transformer... | len(dataset)) | 31 | 8 |
webis-de/small-text | train | 100 | 83e45a5a4aad071fb0676ea3908afa976f3c0559 | train | tests/unit/small_text/integrations/transformers/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_dataset_construction.py | 42 | 8 | self.assertEqual | test_from_arrays_with_test_data | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels
try:
from transformers import AutoTokenizer
from small_text.integrations.transformers.datasets import TransformersDatas... | len(dataset)) | modified | 36e2dc5681c613d4117e9b1138e0dca817805f91b717a5cdd5eaf16bde589f7b | self.assertEqual|test_from_arrays_with_test_data|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels try: from transformers import AutoTokenizer from small_text.integrations.transform... | len(dataset)) | 39 | 8 |
webis-de/small-text | train | 100 | 83e45a5a4aad071fb0676ea3908afa976f3c0559 | train | tests/unit/small_text/integrations/transformers/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_dataset_construction.py | 68 | 8 | self.assertEqual | test_from_arrays_with_ndarray | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels
try:
from transformers import AutoTokenizer
from small_text.integrations.transformers.datasets import TransformersDatas... | len(dataset)) | added | c6342841dd59fc7d60064537f86e9f5ec5dc162b58a6b640107bafb0ad3f6656 | self.assertEqual|test_from_arrays_with_ndarray|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels try: from transformers import AutoTokenizer from small_text.integrations.transformer... | null | null | null |
webis-de/small-text | train | 101 | cb7854869068dccd97960158fde2a2b00a862f0b | 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 | 126 | 12 | self.assertTrue | test_fit_and_validate | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from unittest import mock
from unittest.mock import Mock
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStopping, NoopEarl... | 0 <= acc <= 1) | modified | d8348ab759caa47ec01de309aeeb88a59afafb9210f37eb9610f4047aa7bb2b6 | self.assertTrue|test_fit_and_validate|import unittest import pytest import numpy as np from unittest.mock import patch from unittest import mock from unittest.mock import Mock from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.early_sto... | 0 <= acc <= 1) | 126 | 12 |
webis-de/small-text | train | 101 | cb7854869068dccd97960158fde2a2b00a862f0b | 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 | 199 | 12 | self.assertTrue | test_fit_with_early_stopping_disabled | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from unittest import mock
from unittest.mock import Mock
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStopping, NoopEarl... | isinstance(fit_main_spy.call_args_list[0].args[3], NoopEarlyStopping)) | modified | faae2bfc47cc5aac6570bafefc49c2a20d8dab1bbe45b4227905ba2f3be1c49c | self.assertTrue|test_fit_with_early_stopping_disabled|import unittest import pytest import numpy as np from unittest.mock import patch from unittest import mock from unittest.mock import Mock from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.tr... | isinstance(fit_main_spy.call_args_list[0].args[3], NoopEarlyStopping)) | 199 | 12 |
webis-de/small-text | train | 101 | cb7854869068dccd97960158fde2a2b00a862f0b | 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 | 219 | 12 | self.assertEqual | test_fit_with_model_selection_default | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from unittest import mock
from unittest.mock import Mock
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStopping, NoopEarl... | fit_main_spy.call_count) | modified | 5c082366ac533c7923fe517003668ce23e1c192159f39c69cd2f73e8b20247e1 | self.assertEqual|test_fit_with_model_selection_default|import unittest import pytest import numpy as np from unittest.mock import patch from unittest import mock from unittest.mock import Mock from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.t... | fit_main_spy.call_count) | 219 | 12 |
webis-de/small-text | train | 101 | cb7854869068dccd97960158fde2a2b00a862f0b | 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 | 266 | 12 | self.assertEqual | test_fit_with_optimizer_and_scheduler | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from unittest import mock
from unittest.mock import Mock
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStopping, NoopEarl... | train_mock.call_count) | modified | 12ea114305cb36d52f010071f13c18aacf2139f4a82cc8500023f435391ef971 | self.assertEqual|test_fit_with_optimizer_and_scheduler|import unittest import pytest import numpy as np from unittest.mock import patch from unittest import mock from unittest.mock import Mock from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.t... | train_mock.call_count) | 269 | 12 |
webis-de/small-text | train | 102 | a3659cae2ec4c4b2eb12c72eafb40b052eef320c | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 304 | 8 | self.assertEqual | test_prediction_entropy_str | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small... | str(strategy)) | added | ce0d471d65c927c0b034621818456b762d7907c9ce9a4f4f8a85e3ee889c905a | self.assertEqual|test_prediction_entropy_str|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhan... | null | null | null |
webis-de/small-text | train | 102 | a3659cae2ec4c4b2eb12c72eafb40b052eef320c | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 329 | 8 | self.assertIsNotNone | test_prediction_entropy_binary | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small... | strategy.scores_) | added | 7d5d120783c8e5ef4b70456258569a7d2450f09df02082dba68c95715d3cf744 | self.assertIsNotNone|test_prediction_entropy_binary|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import Confiden... | null | null | null |
webis-de/small-text | train | 102 | a3659cae2ec4c4b2eb12c72eafb40b052eef320c | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 372 | 8 | self.assertEqual | test_subsampling_str | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small... | str(strategy)) | added | 73d99cf831cb1175ecb482fe814bf44c1e00b7d14e2ac97da0f6e773b93296a1 | self.assertEqual|test_subsampling_str|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLine... | null | null | null |
webis-de/small-text | train | 102 | a3659cae2ec4c4b2eb12c72eafb40b052eef320c | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 621 | 8 | self.assertIsNotNone | test_sample_with_normalize_false | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small... | indices) | added | 6b40a28cbb841399347b7d83520ec7b5fb155487cbd14b1daff55944d879cfd4 | self.assertIsNotNone|test_sample_with_normalize_false|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import Confid... | null | null | null |
webis-de/small-text | train | 103 | b5cec976cfac000ef40c4d7b7929edc9e837bb4c | train | tests/unit/small_text/utils/test_classification.py | train | webis-de/small-text:tests/unit/small_text/utils/test_classification.py | 130 | 8 | assert_* | test_prediction_result_multilabel_with_enc_and_proba | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import MultiLabelBinarizer
from small_text.utils.classification import empty_result, prediction_result
from tests.utils.testing import assert_csr_matrix_equal
class Classif... | proba_result) | added | eceeff89481dc361526c1c2d5e0b421b6e39c82fb933078a18ee71d313b34e27 | assert_*|test_prediction_result_multilabel_with_enc_and_proba|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import MultiLabelBinarizer from small_text.utils.classification import empty_result, prediction_result from tests.u... | null | null | null |
webis-de/small-text | train | 103 | b5cec976cfac000ef40c4d7b7929edc9e837bb4c | train | tests/unit/small_text/utils/test_classification.py | train | webis-de/small-text:tests/unit/small_text/utils/test_classification.py | 137 | 8 | self.assertEqual | test_empty_result_single_label_prediction | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import MultiLabelBinarizer
from small_text.utils.classification import empty_result, prediction_result
from tests.utils.testing import assert_csr_matrix_equal
class Classif... | prediction.dtype) | added | 78a21ab39f4e51c0a6fb622875a58216376c7c7526efa19f22a1596375dcec22 | self.assertEqual|test_empty_result_single_label_prediction|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import MultiLabelBinarizer from small_text.utils.classification import empty_result, prediction_result from tests.util... | null | null | null |
webis-de/small-text | train | 103 | b5cec976cfac000ef40c4d7b7929edc9e837bb4c | train | tests/unit/small_text/utils/test_classification.py | train | webis-de/small-text:tests/unit/small_text/utils/test_classification.py | 158 | 8 | self.assertEqual | test_empty_result_single_label_both | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import MultiLabelBinarizer
from small_text.utils.classification import empty_result, prediction_result
from tests.utils.testing import assert_csr_matrix_equal
class Classif... | proba.shape) | added | 45a1a1f7a2fd24f5d6d5ccecbb1aebaaaf5158bc41c095c0fc269e61805b66e9 | self.assertEqual|test_empty_result_single_label_both|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import MultiLabelBinarizer from small_text.utils.classification import empty_result, prediction_result from tests.utils.test... | null | null | null |
webis-de/small-text | train | 103 | b5cec976cfac000ef40c4d7b7929edc9e837bb4c | train | tests/unit/small_text/utils/test_classification.py | train | webis-de/small-text:tests/unit/small_text/utils/test_classification.py | 164 | 17 | self.assertRaisesRegex | test_empty_result_invalid_call | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import MultiLabelBinarizer
from small_text.utils.classification import empty_result, prediction_result
from tests.utils.testing import assert_csr_matrix_equal
class Classif... | ValueError, 'Invalid usage: At least one of') | added | c83466e7fde6b3b9fb083276453e9668f7e2a03cf0ef9746136a49f1321b93d3 | self.assertRaisesRegex|test_empty_result_invalid_call|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import MultiLabelBinarizer from small_text.utils.classification import empty_result, prediction_result from tests.utils.tes... | null | null | null |
webis-de/small-text | train | 104 | ea801dfcafe6f0b884ffd27c163907129b9a4f71 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 75 | 12 | self.assertFalse | test_init | 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... | ds.is_multi_label) | added | 1e93ec7a29621e4994b49f8bfb5a28bd7c432679cd14578045aed6d5ed3745a0 | self.assertFalse|test_init|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 smal... | null | null | null |
webis-de/small-text | train | 104 | ea801dfcafe6f0b884ffd27c163907129b9a4f71 | 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 | 194 | 8 | self.assertEqual | test_predict_proba_on_empty_data | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.metrics import Metric
from small_text.training.early_stopping import EarlyStopping, EarlySto... | proba.shape[0]) | added | 1b7562719bfbeb7f843c99dd7ce3529d8bb4ad952b8500358922e07ea7376475 | self.assertEqual|test_predict_proba_on_empty_data|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.metrics import Metric from small_text.traini... | null | null | null |
webis-de/small-text | train | 104 | ea801dfcafe6f0b884ffd27c163907129b9a4f71 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 114 | 8 | self.assertEqual | test_get_features | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | len(ds.x)) | added | 6d7827331deb248a4cd2eabe396a35959d810105da25319aa6b98bd30ba4cdcc | self.assertEqual|test_get_features|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exceptions im... | null | null | null |
webis-de/small-text | train | 104 | ea801dfcafe6f0b884ffd27c163907129b9a4f71 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 340 | 8 | self.assertEqual | test_get_dataset | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | dataset_view.dataset) | added | 8897ee18e86ae1be23b139ce0e4744b662114a50e92bef29f0e59d20a60e6fa3 | self.assertEqual|test_get_dataset|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exceptions imp... | null | null | null |
webis-de/small-text | train | 104 | ea801dfcafe6f0b884ffd27c163907129b9a4f71 | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 193 | 12 | self.assertEqual | test_fit_with_validation_set | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStopping, EarlyStoppingOrCondition
from small_text.training.metr... | len(call_args[1])) | added | c2c7c326d4999857a927843e8779591b2babe7f0dd9000b2c19d5bedce4c9234 | self.assertEqual|test_fit_with_validation_set|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.early_stopping import EarlyStopping, EarlyStoppi... | null | null | null |
webis-de/small-text | train | 104 | ea801dfcafe6f0b884ffd27c163907129b9a4f71 | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 204 | 12 | self.assertIsNotNone | test_fit_with_class_weighting | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStopping, EarlyStoppingOrCondition
from small_text.training.metr... | classifier.class_weights_) | added | 654fbb9db1cd391d8965f0ecc647777b696e48e18f2195a0fa891c5ffd365952 | self.assertIsNotNone|test_fit_with_class_weighting|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.early_stopping import EarlyStopping, EarlyS... | null | null | null |
webis-de/small-text | train | 104 | ea801dfcafe6f0b884ffd27c163907129b9a4f71 | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 126 | 12 | self.assertEqual | test_get_labels | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrat... | ds.y.shape[0]) | added | 0c9d456cb0723ca21d408a7f134180ddadec3f5e4e8d6cb14ec764d74fef6641 | self.assertEqual|test_get_labels|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.datasets import PytorchDataset... | null | null | null |
webis-de/small-text | train | 104 | ea801dfcafe6f0b884ffd27c163907129b9a4f71 | train | tests/unit/small_text/utils/test_annotations.py | train | webis-de/small-text:tests/unit/small_text/utils/test_annotations.py | 30 | 13 | self.assertRaisesRegex | test_deprecated_invalid_usage | import unittest
from packaging import version
from unittest.mock import patch
from small_text.utils.annotations import (
deprecated,
experimental,
DeprecationError,
ExperimentalWarning
)
class DeprecationUtilsTest(unittest.TestCase):
def test_deprecated_invalid_target(self):
with self.a... | ValueError, r'Keyword argument \'deprecated_in\' must be set.') | added | dc843ac060d310daafb7cd7e0663df82422adb8e7555ec020a02a98c8ec81e15 | self.assertRaisesRegex|test_deprecated_invalid_usage|import unittest from packaging import version from unittest.mock import patch from small_text.utils.annotations import ( deprecated, experimental, DeprecationError, ExperimentalWarning ) class DeprecationUtilsTest(unittest.TestCase): def test_deprecated_invalid_targe... | null | null | null |
webis-de/small-text | train | 105 | 78683d4e62be77d80f1bb0bbee980eddc367fa36 | train | tests/integration/small_text/query_strategies/test_query_strategies.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_query_strategies.py | 154 | 8 | assert_* | test_normalize | import unittest
import pytest
import numpy as np
from unittest.mock import Mock, patch
from numpy.testing import assert_array_equal
from sklearn.base import clone
from sklearn.preprocessing import normalize
from small_text.query_strategies.exceptions import EmptyPoolException
from small_text.classifiers import Conf... | normalize_spy.call_args[0][0]) | modified | c51ab15a5f3609c22a04c1cea32e1e4abc856687e2e0d58fdcfa1ff3a6211f53 | assert_*|test_normalize|import unittest import pytest import numpy as np from unittest.mock import Mock, patch from numpy.testing import assert_array_equal from sklearn.base import clone from sklearn.preprocessing import normalize from small_text.query_strategies.exceptions import EmptyPoolException from small_text.cla... | normalize_spy.call_args[0][0]) | 153 | 8 |
webis-de/small-text | train | 105 | 78683d4e62be77d80f1bb0bbee980eddc367fa36 | train | tests/integration/small_text/query_strategies/test_query_strategies.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_query_strategies.py | 206 | 8 | assert_* | test_query | import unittest
import pytest
import numpy as np
from unittest.mock import Mock, patch
from numpy.testing import assert_array_equal
from sklearn.base import clone
from sklearn.preprocessing import normalize
from small_text.query_strategies.exceptions import EmptyPoolException
from small_text.classifiers import Conf... | get_subset_indices_spy.call_args[0][3]) | modified | 4daefc0bac01314deb87828ba78d7b850ab78afab2a961f75660b201a442f53d | assert_*|test_query|import unittest import pytest import numpy as np from unittest.mock import Mock, patch from numpy.testing import assert_array_equal from sklearn.base import clone from sklearn.preprocessing import normalize from small_text.query_strategies.exceptions import EmptyPoolException from small_text.classif... | get_subset_indices_spy.call_args[0][3]) | 205 | 8 |
webis-de/small-text | train | 105 | 78683d4e62be77d80f1bb0bbee980eddc367fa36 | train | tests/integration/small_text/query_strategies/test_query_strategies.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_query_strategies.py | 248 | 8 | self.assertEqual | test_initialize_index_default_hnsw_kwargs | import unittest
import pytest
import numpy as np
from unittest.mock import Mock, patch
from numpy.testing import assert_array_equal
from sklearn.base import clone
from sklearn.preprocessing import normalize
from small_text.query_strategies.exceptions import EmptyPoolException
from small_text.classifiers import Conf... | index.space) | modified | f1fde644e0fe054cfc530d2cd74ef4c3622c843c2ced4c94cf8d4b1ec710ea0b | self.assertEqual|test_initialize_index_default_hnsw_kwargs|import unittest import pytest import numpy as np from unittest.mock import Mock, patch from numpy.testing import assert_array_equal from sklearn.base import clone from sklearn.preprocessing import normalize from small_text.query_strategies.exceptions import Emp... | index.space) | 247 | 8 |
webis-de/small-text | train | 105 | 78683d4e62be77d80f1bb0bbee980eddc367fa36 | train | tests/integration/small_text/query_strategies/test_query_strategies.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_query_strategies.py | 267 | 8 | self.assertEqual | test_initialize_index_custom_hnsw_kwargs | import unittest
import pytest
import numpy as np
from unittest.mock import Mock, patch
from numpy.testing import assert_array_equal
from sklearn.base import clone
from sklearn.preprocessing import normalize
from small_text.query_strategies.exceptions import EmptyPoolException
from small_text.classifiers import Conf... | index.ef_construction) | modified | ac090e8ca3b53d6dbf836acd31c964710b6f64276cc331fa39fe541c500dc451 | self.assertEqual|test_initialize_index_custom_hnsw_kwargs|import unittest import pytest import numpy as np from unittest.mock import Mock, patch from numpy.testing import assert_array_equal from sklearn.base import clone from sklearn.preprocessing import normalize from small_text.query_strategies.exceptions import Empt... | index.ef_construction) | 266 | 8 |
webis-de/small-text | train | 106 | eb9f8b3906bb0c633eb7b9c6c57a13e70ce7dbdc | train | tests/unit/small_text/stopping_criteria/test_change.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_change.py | 14 | 8 | self.assertEqual | test_init | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.stopping_criteria.change import ClassificationChange
class ClassificationChangeTest(unittest.TestCase):
def test_init(self):
stopping_criterion = ClassificationChange(2)
self.assertEqual(2, | stopping_criterion.num_classes) | added | b3c5159fd935c3f5cbe773e47cdef64a1f17317202889dbcc2b7d20ecf9e7bd5 | self.assertEqual|test_init|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.change import ClassificationChange class ClassificationChangeTest(unittest.TestCase): def test_init(self): stopping_criterion = ClassificationChange(2) self.assertEqual(2, | null | null | null |
webis-de/small-text | train | 106 | eb9f8b3906bb0c633eb7b9c6c57a13e70ce7dbdc | train | tests/unit/small_text/stopping_criteria/test_change.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_change.py | 53 | 8 | assert_* | test_second_stop_call | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.stopping_criteria.change import ClassificationChange
class ClassificationChangeTest(unittest.TestCase):
def test_init(self):
stopping_criterion = ClassificationChange(2)
self.assertEqual(2, stopping... | stopping_criterion.last_predictions) | added | 0ec9615f84bcf310879a9409fa6db2b67f0e019fea5abe1e5ac4d35fd9cd19fa | assert_*|test_second_stop_call|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.change import ClassificationChange class ClassificationChangeTest(unittest.TestCase): def test_init(self): stopping_criterion = ClassificationChange(2) self.assertEqual(2, sto... | null | null | null |
webis-de/small-text | train | 106 | eb9f8b3906bb0c633eb7b9c6c57a13e70ce7dbdc | train | tests/unit/small_text/stopping_criteria/test_change.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_change.py | 66 | 8 | self.assertTrue | test_stop | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.stopping_criteria.change import ClassificationChange
class ClassificationChangeTest(unittest.TestCase):
def test_init(self):
stopping_criterion = ClassificationChange(2)
self.assertEqual(2, stopping... | stopping_criterion.stop(predictions=fourth_predictions)) | added | 1291716c85e55f79edc36e40bb8d7412a7dd4adb3d57dabc8389bff1e9534bc8 | self.assertTrue|test_stop|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.change import ClassificationChange class ClassificationChangeTest(unittest.TestCase): def test_init(self): stopping_criterion = ClassificationChange(2) self.assertEqual(2, stopping... | null | null | null |
webis-de/small-text | train | 106 | eb9f8b3906bb0c633eb7b9c6c57a13e70ce7dbdc | train | tests/unit/small_text/stopping_criteria/test_change.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_change.py | 82 | 13 | self.assertRaises | test_stop_with_prediction_size_changing | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.stopping_criteria.change import ClassificationChange
class ClassificationChangeTest(unittest.TestCase):
def test_init(self):
stopping_criterion = ClassificationChange(2)
self.assertEqual(2, stopping... | ValueError) | added | c4b730cc8e0d4afe17c7c5b83197e2bab34b7fb0511eb2563e423eb5bfbaa98a | self.assertRaises|test_stop_with_prediction_size_changing|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.change import ClassificationChange class ClassificationChangeTest(unittest.TestCase): def test_init(self): stopping_criterion = ClassificationChange... | null | null | null |
webis-de/small-text | train | 107 | 2e5e50507bfdee92ee82a39e9a898d6a6bc7e857 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 719 | 8 | assert | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | self.NUM_SAMPLES_VIEW_OUTER | modified | 9750fea9fc12648226e92374b17e4ec5cf79873b23b9066508366e0f375ad5d6 | assert||import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exceptions import UnsupportedOperationEx... | self.NUM_SAMPLES_VIEW_OUTER | 718 | 8 | |
webis-de/small-text | train | 107 | 2e5e50507bfdee92ee82a39e9a898d6a6bc7e857 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 745 | 8 | assert | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | self.NUM_SAMPLES_VIEW_INNER | modified | 9a393760b39e4eb3cfa83eae0ae4885defc544f6c2d02490cb1926789cfea022 | assert||import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exceptions import UnsupportedOperationEx... | self.NUM_SAMPLES_VIEW_INNER | 744 | 8 | |
webis-de/small-text | train | 108 | 34d90ea1d5a3a3994178150e0befd26c7232afcd | train | tests/integration/small_text/integrations/transformers/test_serialization.py | test | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_serialization.py | 32 | 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) | modified | 34066ba46d58a77fd5b0672c15308c2ea883d2ddc72fd86bbbe6be336127efeb | 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... | dataset.x[TransformersDataset.INDEX_TEXT].is_cuda) | 32 | 8 |
webis-de/small-text | train | 108 | 34d90ea1d5a3a3994178150e0befd26c7232afcd | 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 | 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 small_te... | active_learner) | modified | 5db978ad3a3148667047c52d5b5c53c59ba8d759d5fce1f124fd681a95c0a10b | 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) | 57 | 12 |
webis-de/small-text | train | 108 | 34d90ea1d5a3a3994178150e0befd26c7232afcd | train | tests/integration/small_text/integrations/transformers/test_serialization.py | test | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_serialization.py | 63 | 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()) | modified | d56cd6ce562c3b12c340e002b9a0c4cd1544df409f49828683ce8d202248eae5 | 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()) | 63 | 16 |
webis-de/small-text | train | 108 | 34d90ea1d5a3a3994178150e0befd26c7232afcd | train | tests/integration/small_text/integrations/transformers/test_serialization.py | test | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_serialization.py | 66 | 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... | active_learner.query_strategy.__class__) | modified | 40463cf1f6414704b9741e3f49c94a9f414eef94acc7045e034c06268c462ef2 | 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... | active_learner.query_strategy.__class__) | 66 | 12 |
webis-de/small-text | train | 109 | 1ea924069963cb52bdf06312dc6d025d9842fb83 | train | tests/unit/small_text/stopping_criteria/test_uncertainty.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_uncertainty.py | 13 | 8 | self.assertEqual | test_init | import unittest
import numpy as np
from small_text.stopping_criteria.uncertainty import OverallUncertainty
class OverallUncertaintyTest(unittest.TestCase):
def test_init(self):
stopping_criterion = OverallUncertainty(2)
self.assertEqual(2, stopping_criterion.num_classes)
self.assertEqua... | stopping_criterion.threshold) | added | 0677eb7023cd5530d043c6fda87e72bb8b767dbd63042f6d86c033cf561a4420 | self.assertEqual|test_init|import unittest import numpy as np from small_text.stopping_criteria.uncertainty import OverallUncertainty class OverallUncertaintyTest(unittest.TestCase): def test_init(self): stopping_criterion = OverallUncertainty(2) self.assertEqual(2, stopping_criterion.num_classes) self.assertEqual(0.05... | null | null | null |
webis-de/small-text | train | 109 | 1ea924069963cb52bdf06312dc6d025d9842fb83 | train | tests/unit/small_text/stopping_criteria/test_uncertainty.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_uncertainty.py | 22 | 8 | self.assertEqual | test_init_with_kwargs | import unittest
import numpy as np
from small_text.stopping_criteria.uncertainty import OverallUncertainty
class OverallUncertaintyTest(unittest.TestCase):
def test_init(self):
stopping_criterion = OverallUncertainty(2)
self.assertEqual(2, stopping_criterion.num_classes)
self.assertEqua... | stopping_criterion.num_classes) | added | e1ec7961e6a767075f08b1743bbef5546853a45cff3523aea49ab4a923a3e83a | self.assertEqual|test_init_with_kwargs|import unittest import numpy as np from small_text.stopping_criteria.uncertainty import OverallUncertainty class OverallUncertaintyTest(unittest.TestCase): def test_init(self): stopping_criterion = OverallUncertainty(2) self.assertEqual(2, stopping_criterion.num_classes) self.asse... | null | null | null |
webis-de/small-text | train | 109 | 1ea924069963cb52bdf06312dc6d025d9842fb83 | train | tests/unit/small_text/stopping_criteria/test_uncertainty.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_uncertainty.py | 26 | 13 | self.assertRaisesRegex | test_init_with_invalid_threshold | import unittest
import numpy as np
from small_text.stopping_criteria.uncertainty import OverallUncertainty
class OverallUncertaintyTest(unittest.TestCase):
def test_init(self):
stopping_criterion = OverallUncertainty(2)
self.assertEqual(2, stopping_criterion.num_classes)
self.assertEqua... | ValueError, 'Threshold must be') | added | 8744488e0ae7ff4e2b9805badcb8c9725e46f1f3984b203d897a72bfdfbd6195 | self.assertRaisesRegex|test_init_with_invalid_threshold|import unittest import numpy as np from small_text.stopping_criteria.uncertainty import OverallUncertainty class OverallUncertaintyTest(unittest.TestCase): def test_init(self): stopping_criterion = OverallUncertainty(2) self.assertEqual(2, stopping_criterion.num_c... | null | null | null |
webis-de/small-text | train | 109 | 1ea924069963cb52bdf06312dc6d025d9842fb83 | train | tests/unit/small_text/stopping_criteria/test_uncertainty.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_uncertainty.py | 78 | 13 | self.assertRaisesRegex | test_stop_with_proba_none | import unittest
import numpy as np
from small_text.stopping_criteria.uncertainty import OverallUncertainty
class OverallUncertaintyTest(unittest.TestCase):
def test_init(self):
stopping_criterion = OverallUncertainty(2)
self.assertEqual(2, stopping_criterion.num_classes)
self.assertEqua... | ValueError, 'indices_stopping must not be None') | added | a2a0903ccdef129a5f153f0be6abceabfdd9bdef5c86e825eedc787efc006305 | self.assertRaisesRegex|test_stop_with_proba_none|import unittest import numpy as np from small_text.stopping_criteria.uncertainty import OverallUncertainty class OverallUncertaintyTest(unittest.TestCase): def test_init(self): stopping_criterion = OverallUncertainty(2) self.assertEqual(2, stopping_criterion.num_classes)... | null | null | null |
webis-de/small-text | train | 110 | dd5892974f3a2ab4d6e5ec92e9945d325e887ca2 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | 59 | 8 | self.assertFalse | test_init_with_cuda_available_and_device | import pytest
import unittest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.model_selection import ModelSelection, NoopModelSelection
from tests.utils.datasets import random_text_classification_dataset
try:
import torch
fr... | clf.multi_label) | modified | e5e41af14ebf47fb084684922c457af63bbec3f9714120d6379f985919388112 | self.assertFalse|test_init_with_cuda_available_and_device|import pytest import unittest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.model_selection import ModelSelection, NoopModelSelection from tests.utils.datasets import random_t... | clf.multi_label) | 59 | 8 |
webis-de/small-text | train | 110 | dd5892974f3a2ab4d6e5ec92e9945d325e887ca2 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | 83 | 8 | self.assertTrue | test_get_default_criterion_binary | import pytest
import unittest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.model_selection import ModelSelection, NoopModelSelection
from tests.utils.datasets import random_text_classification_dataset
try:
import torch
fr... | isinstance(loss, BCEWithLogitsLoss)) | modified | 59690d1ff9bf234ab538133fd23121b501e43466be02ef07d3ed1249bd7fca78 | self.assertTrue|test_get_default_criterion_binary|import pytest import unittest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.model_selection import ModelSelection, NoopModelSelection from tests.utils.datasets import random_text_clas... | isinstance(loss, BCEWithLogitsLoss)) | 83 | 8 |
webis-de/small-text | train | 110 | dd5892974f3a2ab4d6e5ec92e9945d325e887ca2 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | 105 | 8 | self.assertTrue | test_get_default_criterion_multilabel | import pytest
import unittest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.model_selection import ModelSelection, NoopModelSelection
from tests.utils.datasets import random_text_classification_dataset
try:
import torch
fr... | isinstance(loss, BCEWithLogitsLoss)) | modified | c63d226b68bad492261db101249e2d8bd5d5719d8d1acac0dca3eab30521af7c | self.assertTrue|test_get_default_criterion_multilabel|import pytest import unittest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.model_selection import ModelSelection, NoopModelSelection from tests.utils.datasets import random_text_... | isinstance(loss, BCEWithLogitsLoss)) | 105 | 8 |
webis-de/small-text | train | 110 | dd5892974f3a2ab4d6e5ec92e9945d325e887ca2 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | 232 | 8 | self.assertEqual | test_sum_up_accuracy | import pytest
import unittest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.model_selection import ModelSelection, NoopModelSelection
from tests.utils.datasets import random_text_classification_dataset
try:
import torch
fr... | accuracy) | modified | f8fc5916cb9ebd085d7af728ce278faaa20550f7ea59e2306777115646a963f5 | self.assertEqual|test_sum_up_accuracy|import pytest import unittest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.model_selection import ModelSelection, NoopModelSelection from tests.utils.datasets import random_text_classification_d... | accuracy) | 232 | 8 |
webis-de/small-text | train | 110 | dd5892974f3a2ab4d6e5ec92e9945d325e887ca2 | train | tests/unit/small_text/integrations/pytorch/test_utils.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_utils.py | 23 | 13 | self.assertRaises | test_assert_layer_exists_fail | import unittest
import pytest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.models.kimcnn import KimCNN
from small_text.integrations.pytorch.utils.misc import _assert_layer_exists
except PytorchNotFoundError:
pass
@pytest.mark.pyto... | ValueError) | modified | 7f47d3d60a032f29941b48d8632971eace84d6b08b7409d67d065369fbfbf262 | self.assertRaises|test_assert_layer_exists_fail|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.models.kimcnn import KimCNN from small_text.integrations.pytorch.utils.misc import _assert_layer_exists except PytorchNotFou... | ValueError) | 23 | 13 |
webis-de/small-text | train | 110 | dd5892974f3a2ab4d6e5ec92e9945d325e887ca2 | train | tests/unit/small_text/integrations/pytorch/utils/test_loss.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_loss.py | 26 | 8 | self.assertEqual | test_loss_fct | import unittest
import pytest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from torch.nn import BCEWithLogitsLoss
from small_text.integrations.pytorch.utils.loss import _LossAdapter2DTo1D
except (ImportError, PytorchNotFoundError):
pass
@pytest.mark.... | len(loss.shape)) | modified | 18e28960ea1c3f6f0737a198a86f0640f273efec91823296cfb4f9758a8c4a5d | self.assertEqual|test_loss_fct|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn import BCEWithLogitsLoss from small_text.integrations.pytorch.utils.loss import _LossAdapter2DTo1D except (ImportError, PytorchNotFoundError): pass @py... | len(loss.shape)) | 26 | 8 |
webis-de/small-text | train | 110 | dd5892974f3a2ab4d6e5ec92e9945d325e887ca2 | train | tests/unit/small_text/integrations/pytorch/utils/test_loss.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_loss.py | 27 | 8 | self.assertEqual | test_loss_fct | import unittest
import pytest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from torch.nn import BCEWithLogitsLoss
from small_text.integrations.pytorch.utils.loss import _LossAdapter2DTo1D
except (ImportError, PytorchNotFoundError):
pass
@pytest.mark.... | loss.shape[0]) | modified | 338b91e3f512d542822e502ca358d643f2184c63450e9c31b7489f56ef02fdf6 | self.assertEqual|test_loss_fct|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn import BCEWithLogitsLoss from small_text.integrations.pytorch.utils.loss import _LossAdapter2DTo1D except (ImportError, PytorchNotFoundError): pass @py... | loss.shape[0]) | 27 | 8 |
webis-de/small-text | train | 111 | ae783789b3119ef25ef717a04d43adb0932141a1 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 362 | 8 | self.assertEqual | test_init_with_numpy_slice | 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... | len(dataset_view)) | added | 4ff0a73dc36e4d20283c363dbaa73ca4741713b1f389122161f838888d8f9d9e | self.assertEqual|test_init_with_numpy_slice|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_mult... | null | null | null |
webis-de/small-text | train | 111 | ae783789b3119ef25ef717a04d43adb0932141a1 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 408 | 8 | assert_* | test_get_target_labels | 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... | dataset_view.target_labels) | added | 8ad2ecf44180740a41ce2c436b30878b1ddf78a1806d3d44f2d4cae4a4f7fa3c | assert_*|test_get_target_labels|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... | null | null | null |
webis-de/small-text | train | 111 | ae783789b3119ef25ef717a04d43adb0932141a1 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 736 | 8 | self.assertEqual | test_split_data_balanced_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 | 22026708f799f1556d835950866647e9b3fbd0590f1ad51b294bb4e93e811ddb | self.assertEqual|test_split_data_balanced_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 i... | null | null | null |
webis-de/small-text | train | 111 | ae783789b3119ef25ef717a04d43adb0932141a1 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 345 | 8 | self.assertEqual | test_get_dataset | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | dataset_view.dataset) | added | 00fdd5d385a425d23811ea39b7e94044cd85da0da57f354735c9a949d12636e1 | self.assertEqual|test_get_dataset|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exceptions imp... | null | null | null |
webis-de/small-text | train | 111 | ae783789b3119ef25ef717a04d43adb0932141a1 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 484 | 8 | self.assertEqual | test_indexing_list_index | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | len(result)) | added | f78afbaf67bcdad1025b9e65abca151db241ceaa774a789fd392fa4eeeb1cdee | self.assertEqual|test_indexing_list_index|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.except... | null | null | null |
webis-de/small-text | train | 111 | ae783789b3119ef25ef717a04d43adb0932141a1 | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 138 | 12 | assert_* | test_set_labels | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrat... | ds_new.y) | modified | a34035819967f1212ba251ddd06b43b3cfc47cbad4532202337bddbe5f1a6ca2 | assert_*|test_set_labels|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.datasets import PytorchDatasetView fro... | ds_new.y) | 135 | 12 |
webis-de/small-text | train | 111 | ae783789b3119ef25ef717a04d43adb0932141a1 | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 177 | 8 | assert_* | test_get_target_labels | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrat... | ds.target_labels) | added | 2d94b2f45bda0a22abf546db203c1762944ef48734c59cc29e8e603d321130bd | assert_*|test_get_target_labels|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.datasets import PytorchDatasetV... | null | null | null |
webis-de/small-text | train | 111 | ae783789b3119ef25ef717a04d43adb0932141a1 | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 188 | 13 | self.assertRaisesRegex | test_set_target_labels_where_existing_labels_are_outside_of_given_set | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrat... | ValueError, 'Cannot remove existing labels') | added | 38b0048d91d7e724d5606c82c455db6cc962d665c4def4dc850adac18b5c7496 | self.assertRaisesRegex|test_set_target_labels_where_existing_labels_are_outside_of_given_set|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from sm... | null | null | null |
webis-de/small-text | train | 112 | 30464e8a3a5c9b9da1866995b92aa2ced985423d | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 57 | 8 | self.assertIsNotNone | test_init | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | ds.vocab) | modified | 3c70614345efc3f5e2d2c927858ecc2c2d69728a872a9a92a0e27ca5d5d1eb9f | self.assertIsNotNone|test_init|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exceptions import... | ds.vocab) | 56 | 8 |
webis-de/small-text | train | 112 | 30464e8a3a5c9b9da1866995b92aa2ced985423d | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 146 | 12 | self.assertTrue | test_get_labels | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | isinstance(ds.y, np.ndarray)) | modified | dc9329b9351db092ca41c2ba7154678cccd04c0609460ab8670a0dfde23cdb40 | self.assertTrue|test_get_labels|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exceptions impor... | isinstance(ds.y, np.ndarray)) | 145 | 12 |
webis-de/small-text | train | 112 | 30464e8a3a5c9b9da1866995b92aa2ced985423d | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 345 | 8 | self.assertEqual | test_init_with_numpy_slice | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | len(dataset_view)) | added | bb871873a828dd73593800ebaed3dd09094adef86219f07c0c0a97e6c1351eb0 | self.assertEqual|test_init_with_numpy_slice|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exce... | null | null | null |
webis-de/small-text | train | 112 | 30464e8a3a5c9b9da1866995b92aa2ced985423d | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 356 | 8 | assert_* | test_get_x | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | dataset_view.x) | added | eaed0eb77ea78cba1c175e5b58c50daed91b2b1fe884b179b176f00f6b0d234a | assert_*|test_get_x|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exceptions import Unsupporte... | null | null | null |
webis-de/small-text | train | 112 | 30464e8a3a5c9b9da1866995b92aa2ced985423d | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 114 | 8 | self.assertEqual | test_set_features | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrat... | len(ds.x)) | modified | 6f1a4f1a959b73e9a0445b13cc96d1c0a5714d4ae041865aa5f77131df60a3b1 | self.assertEqual|test_set_features|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.datasets import PytorchDatas... | len(ds.x)) | 113 | 8 |
webis-de/small-text | train | 112 | 30464e8a3a5c9b9da1866995b92aa2ced985423d | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 165 | 13 | self.assertRaisesRegex | test_set_labels_with_mismatching_data_length | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrat... | ValueError, 'Size mismatch: ') | modified | e88ef87fe5f7554761a449bd73ae35166ad750beefab18c5515446b5332102a0 | self.assertRaisesRegex|test_set_labels_with_mismatching_data_length|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.integrations.pyt... | ValueError, 'Size mismatch: ') | 164 | 13 |
webis-de/small-text | train | 112 | 30464e8a3a5c9b9da1866995b92aa2ced985423d | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 262 | 8 | assert_* | test_indexing_slicing | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrat... | result.x) | modified | 9772efdaaa959e80a62743b5fe5226faa138a7d8028aa3b378490c0030ae38f3 | assert_*|test_indexing_slicing|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.datasets import PytorchDatasetVi... | result.x) | 261 | 8 |
webis-de/small-text | train | 112 | 30464e8a3a5c9b9da1866995b92aa2ced985423d | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 306 | 8 | assert_* | _clone_test | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrat... | ds_cloned.x) | modified | 97e2994f805c7ae71cb82dea97e2feaf1e65c7eb6f9329a3ce526acd69599e11 | assert_*|_clone_test|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.datasets import PytorchDatasetView from sm... | ds_cloned.x) | 305 | 8 |
webis-de/small-text | train | 113 | f13b098137921ddc1d737ca1dcc206ce46b079f7 | train | tests/unit/small_text/stopping_criteria/test_utility.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_utility.py | 11 | 8 | self.assertEqual | test_init | import unittest
from small_text.stopping_criteria.utility import MaxIterations
class MaxIterationsTest(unittest.TestCase):
def test_init(self):
stopping_criterion = MaxIterations(2)
self.assertEqual(2, | stopping_criterion.max_iterations) | added | d123eed365b0b29b16efaffc99856e6763ff4501f9435a45fe081651d22ecc9e | self.assertEqual|test_init|import unittest from small_text.stopping_criteria.utility import MaxIterations class MaxIterationsTest(unittest.TestCase): def test_init(self): stopping_criterion = MaxIterations(2) self.assertEqual(2, | null | null | null |
webis-de/small-text | train | 113 | f13b098137921ddc1d737ca1dcc206ce46b079f7 | train | tests/unit/small_text/stopping_criteria/test_utility.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_utility.py | 15 | 13 | self.assertRaisesRegex | test_init_invalid_value | import unittest
from small_text.stopping_criteria.utility import MaxIterations
class MaxIterationsTest(unittest.TestCase):
def test_init(self):
stopping_criterion = MaxIterations(2)
self.assertEqual(2, stopping_criterion.max_iterations)
self.assertEqual(0, stopping_criterion.current_ite... | ValueError, 'Argument max_iterations must be') | added | 00dadef8f8e4758323f9f2abb5a3b1e5860b269d419a823e535ec43298f0c1c5 | self.assertRaisesRegex|test_init_invalid_value|import unittest from small_text.stopping_criteria.utility import MaxIterations class MaxIterationsTest(unittest.TestCase): def test_init(self): stopping_criterion = MaxIterations(2) self.assertEqual(2, stopping_criterion.max_iterations) self.assertEqual(0, stopping_criteri... | null | null | null |
webis-de/small-text | train | 113 | f13b098137921ddc1d737ca1dcc206ce46b079f7 | train | tests/unit/small_text/stopping_criteria/test_utility.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_utility.py | 25 | 8 | self.assertFalse | test_stop | import unittest
from small_text.stopping_criteria.utility import MaxIterations
class MaxIterationsTest(unittest.TestCase):
def test_init(self):
stopping_criterion = MaxIterations(2)
self.assertEqual(2, stopping_criterion.max_iterations)
self.assertEqual(0, stopping_criterion.current_ite... | stopping_criterion.stop()) | added | 22b3e986cd662477cad46d75681977c0453d3743246f18f71d386a785a01603a | self.assertFalse|test_stop|import unittest from small_text.stopping_criteria.utility import MaxIterations class MaxIterationsTest(unittest.TestCase): def test_init(self): stopping_criterion = MaxIterations(2) self.assertEqual(2, stopping_criterion.max_iterations) self.assertEqual(0, stopping_criterion.current_iteration... | null | null | null |
webis-de/small-text | train | 113 | f13b098137921ddc1d737ca1dcc206ce46b079f7 | train | tests/unit/small_text/stopping_criteria/test_utility.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_utility.py | 26 | 8 | self.assertFalse | test_stop | import unittest
from small_text.stopping_criteria.utility import MaxIterations
class MaxIterationsTest(unittest.TestCase):
def test_init(self):
stopping_criterion = MaxIterations(2)
self.assertEqual(2, stopping_criterion.max_iterations)
self.assertEqual(0, stopping_criterion.current_ite... | stopping_criterion.stop()) | added | a1a24aad90eaff4240dab6007f2a0ade151a9385629e39d86045b2d86ee857c8 | self.assertFalse|test_stop|import unittest from small_text.stopping_criteria.utility import MaxIterations class MaxIterationsTest(unittest.TestCase): def test_init(self): stopping_criterion = MaxIterations(2) self.assertEqual(2, stopping_criterion.max_iterations) self.assertEqual(0, stopping_criterion.current_iteration... | null | null | null |
webis-de/small-text | train | 114 | 67ae83a948c1391f3443abaf03dd3e2e9e81805e | train | tests/unit/small_text/training/test_model_selection.py | train | webis-de/small-text:tests/unit/small_text/training/test_model_selection.py | 158 | 13 | self.assertRaisesRegex | test_add_model_missing_metrics | import unittest
from small_text.training.metrics import Metric
from small_text.training.model_selection import (
ModelSelectionResult, ModelSelection, NoopModelSelection
)
class ModelSelectionResultTest(unittest.TestCase):
def test_init(self):
model_id = '1'
model_path = 'any'
measur... | ValueError, 'Required measured values missing for metric "val_loss"') | added | f93ef70f0b2956d30078390bfd5f1b1d1c085cd06f9efa5c95f1eeb6d87cac07 | self.assertRaisesRegex|test_add_model_missing_metrics|import unittest from small_text.training.metrics import Metric from small_text.training.model_selection import ( ModelSelectionResult, ModelSelection, NoopModelSelection ) class ModelSelectionResultTest(unittest.TestCase): def test_init(self): model_id = '1' model_p... | null | null | null |
webis-de/small-text | train | 114 | 67ae83a948c1391f3443abaf03dd3e2e9e81805e | train | tests/unit/small_text/training/test_model_selection.py | train | webis-de/small-text:tests/unit/small_text/training/test_model_selection.py | 171 | 8 | self.assertEqual | test_add_model_with_fields_config | import unittest
from small_text.training.metrics import Metric
from small_text.training.model_selection import (
ModelSelectionResult, ModelSelection, NoopModelSelection
)
class ModelSelectionResultTest(unittest.TestCase):
def test_init(self):
model_id = '1'
model_path = 'any'
measur... | model_selection.models.shape) | added | 995a0c91d26f89e64025a570559f7aadd966f3e4ec7e00da2b07696e6366ed7c | self.assertEqual|test_add_model_with_fields_config|import unittest from small_text.training.metrics import Metric from small_text.training.model_selection import ( ModelSelectionResult, ModelSelection, NoopModelSelection ) class ModelSelectionResultTest(unittest.TestCase): def test_init(self): model_id = '1' model_path... | null | null | null |
webis-de/small-text | train | 114 | 67ae83a948c1391f3443abaf03dd3e2e9e81805e | train | tests/unit/small_text/training/test_model_selection.py | train | webis-de/small-text:tests/unit/small_text/training/test_model_selection.py | 181 | 13 | self.assertRaisesRegex | test_add_model_with_duplicate_id | import unittest
from small_text.training.metrics import Metric
from small_text.training.model_selection import (
ModelSelectionResult, ModelSelection, NoopModelSelection
)
class ModelSelectionResultTest(unittest.TestCase):
def test_init(self):
model_id = '1'
model_path = 'any'
measur... | ValueError, 'Duplicate model_id') | added | a26685dc7e0e2a90d04e11904386cc3af05f3fcfd5995c2c42aac53c6e8c6fc8 | self.assertRaisesRegex|test_add_model_with_duplicate_id|import unittest from small_text.training.metrics import Metric from small_text.training.model_selection import ( ModelSelectionResult, ModelSelection, NoopModelSelection ) class ModelSelectionResultTest(unittest.TestCase): def test_init(self): model_id = '1' model... | null | null | null |
webis-de/small-text | train | 114 | 67ae83a948c1391f3443abaf03dd3e2e9e81805e | train | tests/unit/small_text/training/test_model_selection.py | train | webis-de/small-text:tests/unit/small_text/training/test_model_selection.py | 191 | 13 | self.assertRaisesRegex | test_add_model_with_duplicate_model_path | import unittest
from small_text.training.metrics import Metric
from small_text.training.model_selection import (
ModelSelectionResult, ModelSelection, NoopModelSelection
)
class ModelSelectionResultTest(unittest.TestCase):
def test_init(self):
model_id = '1'
model_path = 'any'
measur... | ValueError, 'Duplicate model_path') | added | 73a96f64c11a5e1f6961cc68f9497eda07d87932201c8e3c753a827b54cfccd7 | self.assertRaisesRegex|test_add_model_with_duplicate_model_path|import unittest from small_text.training.metrics import Metric from small_text.training.model_selection import ( ModelSelectionResult, ModelSelection, NoopModelSelection ) class ModelSelectionResultTest(unittest.TestCase): def test_init(self): model_id = '... | null | null | null |
webis-de/small-text | train | 115 | a63327a3ace9025293cf14d4fe87c0e93f01d9ef | 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 | 123 | 8 | self.assertSequenceEqual | test_fit_and_predict_proba_dropout_sampling | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from unittest import mock
from unittest.mock import Mock
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStopping, NoopEarl... | y_pred_proba.shape) | added | 0373a40e59acb77195496d946ae8ad5dcbcaa750a765b3cbf658b6cb87f0f43c | self.assertSequenceEqual|test_fit_and_predict_proba_dropout_sampling|import unittest import pytest import numpy as np from unittest.mock import patch from unittest import mock from unittest.mock import Mock from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundError fro... | null | null | null |
webis-de/small-text | train | 115 | a63327a3ace9025293cf14d4fe87c0e93f01d9ef | 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 | 149 | 12 | self.assertTrue | test_fit_and_validate | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from unittest import mock
from unittest.mock import Mock
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_stopping import EarlyStopping, NoopEarl... | 0 <= acc <= 1) | added | 0c16b267f489a4578f3bc80b8c499273d0205b9786c494ba22e5453ea22fc107 | self.assertTrue|test_fit_and_validate|import unittest import pytest import numpy as np from unittest.mock import patch from unittest import mock from unittest.mock import Mock from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.early_sto... | null | null | null |
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