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 | 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 | 242 | 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) | added | 2af66078e1276d241493e1219882949d99c62daaba6f5a7a9437d7e8feff8e72 | 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... | null | null | null |
webis-de/small-text | train | 115 | a63327a3ace9025293cf14d4fe87c0e93f01d9ef | train | tests/integration/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py | 271 | 8 | self.assertTrue | test_fit_and_predict_proba_dropout_sampling | import unittest
import pytest
import warnings
import numpy as np
from unittest import mock
from unittest.mock import patch, Mock
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_... | np.all([isinstance(p, np.float64) for pred in y_pred_proba for p in pred])) | added | 29443d6cba7df6f70aa8cc8258684f9404bdf8dc5f5b1d2fef0ec2cc1542987f | self.assertTrue|test_fit_and_predict_proba_dropout_sampling|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions imp... | null | null | null |
webis-de/small-text | train | 115 | a63327a3ace9025293cf14d4fe87c0e93f01d9ef | train | tests/integration/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py | 344 | 12 | self.assertTrue | test_validate_with_validations_per_epoch_too_large | import unittest
import pytest
import warnings
import numpy as np
from unittest import mock
from unittest.mock import patch, Mock
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_... | found_warning) | added | 29edc47a14a135b3eb8c307c42f84b7a84c38273e6c203c0f9db24d1a863188c | self.assertTrue|test_validate_with_validations_per_epoch_too_large|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.excepti... | null | null | null |
webis-de/small-text | train | 115 | a63327a3ace9025293cf14d4fe87c0e93f01d9ef | train | tests/integration/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification.py | 438 | 12 | self.assertEqual | test_fit_with_early_stopping_disabled | import unittest
import pytest
import warnings
import numpy as np
from unittest import mock
from unittest.mock import patch, Mock
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_... | fit_main_spy.call_count) | added | 2a883a9da1410f7df34d5e35359d767d79f323daa16800492d7a3397a9aa8652 | self.assertEqual|test_fit_with_early_stopping_disabled|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import P... | null | null | null |
webis-de/small-text | train | 115 | a63327a3ace9025293cf14d4fe87c0e93f01d9ef | train | tests/unit/small_text/integrations/pytorch/utils/test_misc.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_misc.py | 44 | 12 | self.assertTrue | test_enable_dropout | import unittest
import pytest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
import torch.nn as nn
from small_text.integrations.pytorch.utils.misc import default_tensor_type, enable_dropout
except (ImportError, PytorchNotFoundError):
pass
class SimpleNe... | model.dropout1.training) | added | e08aeda2079d2c594c4c6c18fbe1bcfb97c74366f3defd7ec1d2090b92f59040 | self.assertTrue|test_enable_dropout|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch import torch.nn as nn from small_text.integrations.pytorch.utils.misc import default_tensor_type, enable_dropout except (ImportError, PytorchNotFoundError): pas... | null | null | null |
webis-de/small-text | train | 115 | a63327a3ace9025293cf14d4fe87c0e93f01d9ef | train | tests/unit/small_text/integrations/pytorch/utils/test_misc.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_misc.py | 48 | 8 | self.assertTrue | test_enable_dropout | import unittest
import pytest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
import torch.nn as nn
from small_text.integrations.pytorch.utils.misc import default_tensor_type, enable_dropout
except (ImportError, PytorchNotFoundError):
pass
class SimpleNe... | model.dropout2.training) | added | 2365131c3290aff519505c15778c57f9e0ca38ac4b9e2ee01a44d61adcaebf45 | self.assertTrue|test_enable_dropout|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch import torch.nn as nn from small_text.integrations.pytorch.utils.misc import default_tensor_type, enable_dropout except (ImportError, PytorchNotFoundError): pas... | null | null | null |
webis-de/small-text | train | 116 | ebb37f77d19f987738d2c29a9878661f03ab873b | train | tests/unit/small_text/query_strategies/test_bayesian.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_bayesian.py | 16 | 8 | assert_* | test_bald_with_only_zeros | import unittest
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies.bayesian import BALD, _bald
from tests.utils.datasets import random_sklearn_dataset
from tests.utils.testing import assert_array_equal
class BALDHelperTest(unittest.TestCase):
def ... | result) | added | 649a20ae7339a333529ee41cd58a6b3f71acbce46f15c2aa01cf5d37662e6006 | assert_*|test_bald_with_only_zeros|import unittest import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies.bayesian import BALD, _bald from tests.utils.datasets import random_sklearn_dataset from tests.utils.testing import assert_array_equal class BALDHelperTes... | null | null | null |
webis-de/small-text | train | 116 | ebb37f77d19f987738d2c29a9878661f03ab873b | train | tests/unit/small_text/query_strategies/test_bayesian.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_bayesian.py | 22 | 8 | self.assertTrue | test_bald_with_only_zeros_no_epsilon | import unittest
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies.bayesian import BALD, _bald
from tests.utils.datasets import random_sklearn_dataset
from tests.utils.testing import assert_array_equal
class BALDHelperTest(unittest.TestCase):
def ... | np.all(np.isnan(result))) | added | 2a1b0ae58d48b408bbe1a7e4b26af3b567b0681702a16c17e00c338b8f413b89 | self.assertTrue|test_bald_with_only_zeros_no_epsilon|import unittest import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies.bayesian import BALD, _bald from tests.utils.datasets import random_sklearn_dataset from tests.utils.testing import assert_array_equal c... | null | null | null |
webis-de/small-text | train | 116 | ebb37f77d19f987738d2c29a9878661f03ab873b | train | tests/unit/small_text/query_strategies/test_bayesian.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_bayesian.py | 43 | 13 | self.assertRaisesRegex | test_simple_query | import unittest
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies.bayesian import BALD, _bald
from tests.utils.datasets import random_sklearn_dataset
from tests.utils.testing import assert_array_equal
class BALDHelperTest(unittest.TestCase):
def ... | TypeError, r'predict_proba\(\) got an unexpected keyword arg') | added | 65cd0b92ef3735a7e1d8454f1a37ccdb96a59ecc3cd1c5215e0b691d66a24ed4 | self.assertRaisesRegex|test_simple_query|import unittest import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies.bayesian import BALD, _bald from tests.utils.datasets import random_sklearn_dataset from tests.utils.testing import assert_array_equal class BALDHel... | null | null | null |
webis-de/small-text | train | 116 | ebb37f77d19f987738d2c29a9878661f03ab873b | train | tests/unit/small_text/query_strategies/test_bayesian.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_bayesian.py | 54 | 8 | self.assertEqual | test_str | import unittest
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies.bayesian import BALD, _bald
from tests.utils.datasets import random_sklearn_dataset
from tests.utils.testing import assert_array_equal
class BALDHelperTest(unittest.TestCase):
def ... | str(strategy)) | added | 70ab582186846f3d915252d0ba30909f4f3216840bb233eeefc5187d13c28166 | self.assertEqual|test_str|import unittest import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies.bayesian import BALD, _bald from tests.utils.datasets import random_sklearn_dataset from tests.utils.testing import assert_array_equal class BALDHelperTest(unittes... | null | null | null |
webis-de/small-text | train | 117 | b5d71fb9b92f79465c0353328fe071c935d83405 | 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 | 78 | 8 | self.assertFalse | test_init_with_cuda_available | 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) | added | e707400d15c2cf7d49d4575ed9143fa1a4c82bb8e17b32800d872c9c9770e7f6 | self.assertFalse|test_init_with_cuda_available|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_classif... | null | null | null |
webis-de/small-text | train | 117 | b5d71fb9b92f79465c0353328fe071c935d83405 | 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 | 102 | 8 | self.assertTrue | test_get_default_criterion_multiclass | 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, CrossEntropyLoss)) | added | 56bf51b8b24fa0009748c6e840843e7ae963f0c5259d89f96a3a8b6dded2221c | self.assertTrue|test_get_default_criterion_multiclass|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_... | null | null | null |
webis-de/small-text | train | 117 | b5d71fb9b92f79465c0353328fe071c935d83405 | 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 | 127 | 8 | self.assertEqual | test_get_default_criterion_use_sample_weights_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... | loss.reduction) | added | 1b6cc29f14159e8ab8ef9994c9d1e773eb21fcb440444f248839edd2048e0a69 | self.assertEqual|test_get_default_criterion_use_sample_weights_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 imp... | null | null | null |
webis-de/small-text | train | 117 | b5d71fb9b92f79465c0353328fe071c935d83405 | 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 | 257 | 8 | self.assertAlmostEqual | test_sum_up_accuracy_multi_label | 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) | added | 540ee66083955431aac7861a3c7c58c2c869c5b336554771cbd651332e6968a1 | self.assertAlmostEqual|test_sum_up_accuracy_multi_label|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_tex... | null | null | null |
webis-de/small-text | train | 118 | de2b865a4f792924e8597a53cbe865d8c37970cb | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 66 | 12 | self.assertFalse | test_init_without_distance_metric_warning | import unittest
import warnings
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_coreset,
LightweightCoreset
... | found_warning) | added | d70fa680c0ada8b40f31ba3e71427e0a045e40eba19f0789327619e2c8871cf9 | self.assertFalse|test_init_without_distance_metric_warning|import unittest import warnings import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, GreedyCoreset, li... | null | null | null |
webis-de/small-text | train | 118 | de2b865a4f792924e8597a53cbe865d8c37970cb | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 90 | 8 | self.assertEqual | test_query_takes_remaining_pool | import unittest
import warnings
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_coreset,
LightweightCoreset
... | len(indices)) | added | 7df4dc39df1fe0f731f34d56da12ba437f39ab7eec3ea3332c2bd545b5d86e41 | self.assertEqual|test_query_takes_remaining_pool|import unittest import warnings import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_... | null | null | null |
webis-de/small-text | train | 118 | de2b865a4f792924e8597a53cbe865d8c37970cb | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 100 | 8 | self.assertEqual | test_query_default | import unittest
import warnings
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_coreset,
LightweightCoreset
... | len(indices)) | added | f3ca091f44ee62292d6c4ac3218c9655b1b15c5f2bfe07761303a4054aaa364f | self.assertEqual|test_query_default|import unittest import warnings import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_coreset, Ligh... | null | null | null |
webis-de/small-text | train | 118 | de2b865a4f792924e8597a53cbe865d8c37970cb | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 189 | 8 | self.assertEqual | test_lightweight_coreset_str | import unittest
import warnings
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_coreset,
LightweightCoreset
... | str(strategy)) | added | 1b9896a86cb6246afadf634cf3c37812f6cb3cb443167e185e95ba8146b08eab | self.assertEqual|test_lightweight_coreset_str|import unittest import warnings import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_cor... | null | null | null |
webis-de/small-text | train | 119 | 30251e2b85d9b38a43ab095ca891f2cea9df1483 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 83 | 8 | self.assertEqual | test_embed_with_proba | import unittest
import numpy as np
from scipy.sparse import issparse
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.utils.validation import check_is_fitted
from tests.utils.datasets import twenty_news_text
try:
... | embeddings.shape[1]) | added | 39ea6a831c46413247c2084b2610b4821d9354291f3d019053952aeec6825f38 | self.assertEqual|test_embed_with_proba|import unittest import numpy as np from scipy.sparse import issparse from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from sklearn.utils.validation import check_is_fitted from tests.utils.da... | null | null | null |
webis-de/small-text | train | 119 | 30251e2b85d9b38a43ab095ca891f2cea9df1483 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 146 | 13 | self.assertRaisesRegex | test_set_features_with_dimension_mismatch | import unittest
import numpy as np
from copy import copy
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 import (
SklearnDataset,
DatasetView,
Te... | ValueError, 'Feature and label dimensions do not match') | added | 3e8321ea7079df0242180a1d8df6f1cfa08d633997ffdceb344df5d53c3f77e7 | self.assertRaisesRegex|test_set_features_with_dimension_mismatch|import unittest import numpy as np from copy import copy 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.... | null | null | null |
webis-de/small-text | train | 119 | 30251e2b85d9b38a43ab095ca891f2cea9df1483 | train | tests/unit/small_text/data/test_datatset_views.py | train | webis-de/small-text:tests/unit/small_text/data/test_datatset_views.py | 723 | 8 | self.assertEqual | test_indexing_slicing | import unittest
import numpy as np
from copy import copy
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.data.datasets import (
DatasetView,
SklearnDataset,
SklearnDatasetView,
TextDataset,
TextDatasetView
)
from small_tex... | len(result)) | added | e09c0e9effc56ed62b0fbd9c2cce659741ac84b30dc99b99f025197daa78a18f | self.assertEqual|test_indexing_slicing|import unittest import numpy as np from copy import copy from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.data.datasets import ( DatasetView, SklearnDataset, SklearnDatasetView, TextDataset, TextDatasetView ... | null | null | null |
webis-de/small-text | train | 119 | 30251e2b85d9b38a43ab095ca891f2cea9df1483 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_factories.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_factories.py | 27 | 8 | self.assertTrue | test_factory_new | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from small_text.integrations.pytorch.classifiers.factories import (
KimCNN... | isinstance(clf, KimCNNClassifier)) | modified | 9f6a7a70bba867a2151e06c56c6e755f410de455ffbc0c8cc363e830e329731d | self.assertTrue|test_factory_new|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.classifiers.factories impor... | isinstance(clf, KimCNNClassifier)) | 25 | 8 |
webis-de/small-text | train | 119 | 30251e2b85d9b38a43ab095ca891f2cea9df1483 | train | tests/unit/small_text/integrations/transformers/classifiers/test_factories.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_factories.py | 35 | 8 | self.assertEqual | test_factory_new | import unittest
import pytest
from small_text.exceptions import MissingOptionalDependencyError
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.classification import \
TransformerBasedClassification, TransformerModelArgu... | clf.num_classes) | added | edc94e6a60202c022c2386f286ad8f2a5630142e458b46d87499517899d881bc | self.assertEqual|test_factory_new|import unittest import pytest from small_text.exceptions import MissingOptionalDependencyError from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.classification import \ TransformerBasedClassification, ... | null | null | null |
webis-de/small-text | train | 119 | 30251e2b85d9b38a43ab095ca891f2cea9df1483 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 179 | 13 | self.assertRaises | test_fit_with_differentiable_head | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.setfit import (
SetFitClassification,
SetFitModelArguments
)
from tests.utils.datasets impor... | NotImplementedError) | added | fe97a12d8b74378e09a9710e4f1d85d64880a0cfbb06158bfdb3cad8c2ed5b2c | self.assertRaises|test_fit_with_differentiable_head|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.setfit import ( SetFitClassification, SetFitModelArguments ) from tests... | null | null | null |
webis-de/small-text | train | 119 | 30251e2b85d9b38a43ab095ca891f2cea9df1483 | train | tests/unit/small_text/utils/test_data.py | train | webis-de/small-text:tests/unit/small_text/utils/test_data.py | 69 | 13 | self.assertRaisesRegex | test_check_training_data_sample_weights_lesser_or_equal_zero | import unittest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.utils.data import check_training_data, list_length
from tests.utils.datasets import random_sklearn_dataset
class DataUtilsTest(unittest.TestCase):
def test_list_length(self):
... | ValueError, 'Weights must be greater zero') | added | 5dae432bfbfb3625d7e90ace20aa3a2e32a04c5c6439fd17c1b2fee9ea4a30f1 | self.assertRaisesRegex|test_check_training_data_sample_weights_lesser_or_equal_zero|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.utils.data import check_training_data, list_length from tests.utils.datasets import random_sklearn_datase... | null | null | null |
webis-de/small-text | train | 119 | 30251e2b85d9b38a43ab095ca891f2cea9df1483 | train | tests/utils/datasets.py | train | webis-de/small-text:tests/utils/datasets.py | 114 | 4 | assert | import string
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, TextDataset
from small_text.data.sampling import _get_class_histogram
from small_text.utils.labels import csr_to_list, list_to_... | '<unk>' | added | 2642059b042cf1dfa7eccd8e287b8e8ed99090e790e3878372478144e9fc6d8d | assert||import string 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, TextDataset from small_text.data.sampling import _get_class_histogram from small_text.utils.labels import csr_to_list, li... | null | null | null | |
webis-de/small-text | train | 120 | 8644ce8bb33392d2107ac4dea10d641bcf29912a | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 114 | 12 | self.assertTrue | test_fit_with_train_kwargs | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.setfit import (
SetFitClassification,
SetFitModelArguments
)
from tests.utils.datasets impor... | 'show_progress_bar' in call_args.kwargs) | added | 5d5687b3ec14f1481bb42a1b42c3b4a1823124b0e10f3bc549af27cc72aa793d | self.assertTrue|test_fit_with_train_kwargs|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.setfit import ( SetFitClassification, SetFitModelArguments ) from tests.utils.da... | null | null | null |
webis-de/small-text | train | 120 | 8644ce8bb33392d2107ac4dea10d641bcf29912a | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 169 | 12 | self.assertTrue | test_fit | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.setfit import (
SetFitClassification,
SetFitModelArguments
)
from tests.utils.datasets impor... | call_args[1] is None) | added | ff0727547e2362041502a5df4136fcb826314e93d3bc9a279d4f26d7e64c2697 | self.assertTrue|test_fit|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.setfit import ( SetFitClassification, SetFitModelArguments ) from tests.utils.datasets import rand... | null | null | null |
webis-de/small-text | train | 120 | 8644ce8bb33392d2107ac4dea10d641bcf29912a | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 171 | 12 | self.assertEqual | test_fit | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.setfit import (
SetFitClassification,
SetFitModelArguments
)
from tests.utils.datasets impor... | len(call_args[0])) | added | 15b188c73f34197a93fea1ca32e4e57515cdba4bf2e01bbf9db7446f05a94c6e | self.assertEqual|test_fit|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.setfit import ( SetFitClassification, SetFitModelArguments ) from tests.utils.datasets import ran... | null | null | null |
webis-de/small-text | train | 120 | 8644ce8bb33392d2107ac4dea10d641bcf29912a | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 210 | 13 | self.assertRaises | test_fit_with_differentiable_head | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.setfit import (
SetFitClassification,
SetFitModelArguments
)
from tests.utils.datasets impor... | NotImplementedError) | added | 01e30f2f001a7c15480067d04ee208aeac53b4eedf205fa5e73675f56edc6d70 | self.assertRaises|test_fit_with_differentiable_head|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.setfit import ( SetFitClassification, SetFitModelArguments ) from tests... | null | null | null |
webis-de/small-text | train | 121 | cdd5ec1377fa16b6d224f0951c55b6bea496078b | 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 | 80 | 8 | self.assertEqual | test_transformer_model_arguments_init_with_model_loading_strategy | 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... | model_args.tokenizer) | added | f87d8dc2f22a9cad2991a75e3551a2157ab7ad55fcdc37f6f8399759ca1214b9 | self.assertEqual|test_transformer_model_arguments_init_with_model_loading_strategy|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_stopp... | null | null | null |
webis-de/small-text | train | 121 | cdd5ec1377fa16b6d224f0951c55b6bea496078b | 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 | 97 | 8 | self.assertIsNone | test_init | 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.criterion) | added | 547a6dfb11cc6368a6acb907e8860fc6e6377213902184de706bb322ff76b4a8 | self.assertIsNone|test_init|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... | null | null | null |
webis-de/small-text | train | 121 | cdd5ec1377fa16b6d224f0951c55b6bea496078b | 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 | 353 | 8 | self.assertTrue | test_predict_proba_on_empty_data | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.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... | np.issubdtype(proba.dtype, np.float)) | added | bc92b372d5d61b526ec304a89213c1aca03bb839c657f00bf80928d42438f804 | self.assertTrue|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.early_stopping import EarlyStopping, EarlySto... | null | null | null |
webis-de/small-text | train | 121 | cdd5ec1377fa16b6d224f0951c55b6bea496078b | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 58 | 13 | self.assertRaisesRegex | test_init_with_misplaced_force_download_kwarg | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | ValueError, 'Invalid keyword argument in model_kwargs') | added | e286a618989c0a808b70e9979430295912206a4c53e92316efe717889cecb60d | self.assertRaisesRegex|test_init_with_misplaced_force_download_kwarg|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.i... | null | null | null |
webis-de/small-text | train | 121 | cdd5ec1377fa16b6d224f0951c55b6bea496078b | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 114 | 8 | self.assertEqual | test_init_model_kwargs | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | clf.model_kwargs) | added | acbf56f77da1014721fe40231213e6506ebd3f697acb40285ea751dbeee0164f | self.assertEqual|test_init_model_kwargs|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.integrations.transformers.clas... | null | null | null |
webis-de/small-text | train | 121 | cdd5ec1377fa16b6d224f0951c55b6bea496078b | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 255 | 12 | self.assertTrue | test_fit | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | call_args[1] is None) | added | 5d784644cad6987061996111b575a4856472a2a5f34e3adc223a3335056c7041 | self.assertTrue|test_fit|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.integrations.transformers.classifiers.setfit ... | null | null | null |
webis-de/small-text | train | 121 | cdd5ec1377fa16b6d224f0951c55b6bea496078b | train | tests/unit/small_text/integrations/transformers/utils/test_classification.py | test | webis-de/small-text:tests/unit/small_text/integrations/transformers/utils/test_classification.py | 28 | 8 | self.assertFalse | test_get_arguments_for_from_pretrained_model_strategy_default | import unittest
import pytest
from unittest.mock import patch, MagicMock
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from transformers import AutoConfig, AutoTokenizer, AutoModelForSequenceClassification
from small_text.integrations.transformers.classifiers.base import (
... | args.force_download) | added | ea1b43cbfc9ce739a6782abcb789b41e6d7086dff809b5bf4a6c7fc7f8a525fa | self.assertFalse|test_get_arguments_for_from_pretrained_model_strategy_default|import unittest import pytest from unittest.mock import patch, MagicMock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from transformers import AutoConfig, AutoTokenizer, AutoModelForSequenceClassification ... | null | null | null |
webis-de/small-text | train | 121 | cdd5ec1377fa16b6d224f0951c55b6bea496078b | train | tests/unit/small_text/integrations/transformers/utils/test_classification.py | test | webis-de/small-text:tests/unit/small_text/integrations/transformers/utils/test_classification.py | 34 | 8 | self.assertTrue | test_get_arguments_for_from_pretrained_model_strategy_always_local | import unittest
import pytest
from unittest.mock import patch, MagicMock
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from transformers import AutoConfig, AutoTokenizer, AutoModelForSequenceClassification
from small_text.integrations.transformers.classifiers.base import (
... | args.local_files_only) | added | c00f1895c8c14a211cd40fac94c0d2fa8fea8edfe6cc68fe5c7a683bd83f22ad | self.assertTrue|test_get_arguments_for_from_pretrained_model_strategy_always_local|import unittest import pytest from unittest.mock import patch, MagicMock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from transformers import AutoConfig, AutoTokenizer, AutoModelForSequenceClassificat... | null | null | null |
webis-de/small-text | train | 122 | 19449112f439b7618503115b8f2819bc7c4fd293 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 114 | 8 | self.assertEqual | test_init | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.fit_kwargs) | added | b38926e86df9fa74cb28b85a76fbf4b8cb30a12e8890a243730a7c875d095dc6 | self.assertEqual|test_init|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, ActiveLearner, PoolBase... | null | null | null |
webis-de/small-text | train | 122 | 19449112f439b7618503115b8f2819bc7c4fd293 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 317 | 16 | assert_* | test_update | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.y) | added | ea084ee20a9742f79ad9d8a51b89c0c3c349de9f0877505334d621a80ef7aedc | assert_*|test_update|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, ActiveLearner, PoolBasedActiv... | null | null | null |
webis-de/small-text | train | 122 | 19449112f439b7618503115b8f2819bc7c4fd293 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 421 | 12 | assert_* | test_update_with_validation_set_given | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.indices_labeled) | added | 8586f33d3444973cf14d2f09ce9376e233ae535da906b2ad73af44b6b2d89eb9 | assert_*|test_update_with_validation_set_given|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, Act... | null | null | null |
webis-de/small-text | train | 122 | 19449112f439b7618503115b8f2819bc7c4fd293 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 652 | 16 | assert_* | _test_remove_label_at | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.y[:11]) | added | 935bdbca24b82af0f19cbd1cd9a12b453b6b8d3b258b831069f52b192042683c | assert_*|_test_remove_label_at|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, ActiveLearner, Pool... | null | null | null |
webis-de/small-text | train | 123 | 037d55ed9dfb2300fea79881a0ddf791929f5d64 | 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 | 273 | 8 | self.assertEqual | 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][0]) | added | 5446824c09d28ed3b2c1cd5835dc2c98fd26127b60ad209fac772ed1c1459eb8 | self.assertEqual|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... | null | null | null |
webis-de/small-text | train | 123 | 037d55ed9dfb2300fea79881a0ddf791929f5d64 | 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 | 319 | 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.ef_construction) | added | c2ab4532d457ffb562c7ef093104cad0a503f1f6598daa3df183eb2f69c99f97 | 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... | null | null | null |
webis-de/small-text | train | 123 | 037d55ed9dfb2300fea79881a0ddf791929f5d64 | 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 | 339 | 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) | added | aa8e87af49cfa81c6e83c91f5deae30b4788b81bab082f193d2e8073ccb2597f | 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... | null | null | null |
webis-de/small-text | train | 123 | 037d55ed9dfb2300fea79881a0ddf791929f5d64 | 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 | 350 | 8 | self.assertEqual | test_str_non_default | 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... | str(query_strategy)) | added | 7d9998c257386ae41508d58b4400d84b1d5b3592d632ff9e152d2f9de8c4f1b5 | self.assertEqual|test_str_non_default|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 ... | null | null | null |
webis-de/small-text | train | 123 | 037d55ed9dfb2300fea79881a0ddf791929f5d64 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 401 | 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 | 523153ed57ecebcdef1f131ac2bc4b49555a2ee1ec7e6337b388c7b632ca3f64 | 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 | 123 | 037d55ed9dfb2300fea79881a0ddf791929f5d64 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 553 | 13 | self.assertRaises | test_query_with_nonexistent_embed_kwargs_and_return_proba | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from 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... | TypeError) | modified | 599c727f8cc5ad4fd0391fc9f176574b2f3464fd16fa3a3986ea3c298412a7ad | self.assertRaises|test_query_with_nonexistent_embed_kwargs_and_return_proba|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.cla... | TypeError) | 553 | 13 |
webis-de/small-text | train | 123 | 037d55ed9dfb2300fea79881a0ddf791929f5d64 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 647 | 8 | self.assertEqual | test_sample_with_fallback | 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 | 35d9b7d34ad0404fbe00e0610db9626e54b3affbbd2cb29098800bdb9ce84b6d | self.assertEqual|test_sample_with_fallback|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 ConfidenceEnhance... | indices.shape[0]) | 647 | 8 |
webis-de/small-text | train | 123 | 037d55ed9dfb2300fea79881a0ddf791929f5d64 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 848 | 13 | self.assertRaisesRegex | test_query_with_multi_label_dataset | 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... | NotImplementedError, 'Only single-label datasets are supported') | modified | ff3a83a9b6397df38611652375bd9655ac6853999e7ead2ad6c6ce41b48621c2 | self.assertRaisesRegex|test_query_with_multi_label_dataset|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 C... | NotImplementedError, 'Only single-label datasets are supported') | 848 | 13 |
webis-de/small-text | train | 124 | 4aee78b8821f05202f9b6eda023d725a77c6fdbe | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 59 | 13 | self.assertRaisesRegex | test_init_with_misplaced_force_download_kwarg | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | ValueError, 'Invalid keyword argument in model_kwargs') | modified | 7037102fb855751faf72cf47b9e22bd86f2672b9a3a065b60ecc349068f06fce | self.assertRaisesRegex|test_init_with_misplaced_force_download_kwarg|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.i... | ValueError, 'Invalid keyword argument in model_kwargs') | 58 | 13 |
webis-de/small-text | train | 124 | 4aee78b8821f05202f9b6eda023d725a77c6fdbe | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 77 | 13 | self.assertRaisesRegex | test_init_with_misplaced_batch_size_kwargs | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | ValueError, 'Invalid keyword argument in trainer_kwargs') | modified | a3d393edd108e8182d10f7f402effd9a1a6edea60d4ff910cbdb9f54c7b716ad | self.assertRaisesRegex|test_init_with_misplaced_batch_size_kwargs|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.inte... | ValueError, 'Invalid keyword argument in trainer_kwargs') | 76 | 13 |
webis-de/small-text | train | 124 | 4aee78b8821f05202f9b6eda023d725a77c6fdbe | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 90 | 8 | self.assertEqual | test_init | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | clf.setfit_model_args) | modified | 03e9b62e926b89e6bf57b16d788de0ba6e0800419814192220fe5792f2c9b323 | self.assertEqual|test_init|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.integrations.transformers.classifiers.setfi... | clf.setfit_model_args) | 89 | 8 |
webis-de/small-text | train | 124 | 4aee78b8821f05202f9b6eda023d725a77c6fdbe | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 297 | 13 | self.assertRaises | test_fit_with_differentiable_head | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | NotImplementedError) | modified | 271f6dbf8ff31314fe7ea16d0305aafc683a9ce46913a24bd7ba15edf0750b0d | self.assertRaises|test_fit_with_differentiable_head|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.integrations.trans... | NotImplementedError) | 296 | 13 |
webis-de/small-text | train | 125 | ed23eb793aeb85cd36ff31db821597643e6ccffd | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 60 | 12 | self.assertTrue | test_predict_proba_on_empty_data | import unittest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataset
from tests.utils.datasets import random_sklearn_datas... | np.issubdtype(proba.dtype, float)) | modified | 13e6875fc44552d13ac0b67589fd4d6862e565895f30d631c14f58439bb7b124 | self.assertTrue|test_predict_proba_on_empty_data|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import SklearnDataset from te... | np.issubdtype(proba.dtype, np.float)) | 60 | 12 |
webis-de/small-text | train | 125 | ed23eb793aeb85cd36ff31db821597643e6ccffd | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 83 | 13 | self.assertRaisesRegex | test_fit_where_y_train_contains_unlabeled | import unittest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataset
from tests.utils.datasets import random_sklearn_datas... | ValueError, 'Training set labels must be labeled') | modified | ab62819854af1c3c160a2df734f63dd5d452def394a7bfa680996b7004dc37f6 | self.assertRaisesRegex|test_fit_where_y_train_contains_unlabeled|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import Sklear... | ValueError, 'Training set labels must be labeled') | 83 | 13 |
webis-de/small-text | train | 125 | ed23eb793aeb85cd36ff31db821597643e6ccffd | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 118 | 13 | self.assertRaisesRegex | test_fit_with_invalid_multi_label_data | import unittest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataset
from tests.utils.datasets import random_sklearn_datas... | ValueError, expected_str) | modified | c00a73ddcc98664a390d19b6a9e1b6a4c76c68d5be9fd6f292b2abcf406cdc51 | self.assertRaisesRegex|test_fit_with_invalid_multi_label_data|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import SklearnDa... | ValueError, expected_str) | 118 | 13 |
webis-de/small-text | train | 125 | ed23eb793aeb85cd36ff31db821597643e6ccffd | 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 | 195 | 8 | self.assertTrue | test_predict_proba_on_empty_data | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.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... | np.issubdtype(proba.dtype, float)) | modified | 3473161c912a20a342355ef0b7a93829a92cfe05883a151487248d41e32a721d | self.assertTrue|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.trainin... | np.issubdtype(proba.dtype, np.float)) | 195 | 8 |
webis-de/small-text | train | 125 | ed23eb793aeb85cd36ff31db821597643e6ccffd | 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 | 206 | 13 | self.assertRaisesRegex | test_fit_with_invalid_sample_weights | 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... | ValueError, 'Weights must be greater zero.') | modified | 0839d1c9dcde156f6a42e1ad84c8bee06fc33eb4446a3de30e511661f36fd713 | self.assertRaisesRegex|test_fit_with_invalid_sample_weights|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_t... | ValueError, 'Weights must be greater zero.') | 206 | 13 |
webis-de/small-text | train | 125 | ed23eb793aeb85cd36ff31db821597643e6ccffd | 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 | 223 | 12 | self.assertEqual | test_fit_with_early_stopping_fallback_default_kwargs | 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... | call_args[3].patience) | modified | adf40c8209822c9f8623fad1404460ab347ce47b5205dc50ba86dec4c1abb47c | self.assertEqual|test_fit_with_early_stopping_fallback_default_kwargs|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 fr... | call_args[3].patience) | 223 | 12 |
webis-de/small-text | train | 125 | ed23eb793aeb85cd36ff31db821597643e6ccffd | 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 | 241 | 12 | self.assertTrue | test_fit_with_early_stopping_fallback_deprecated_kwargs | 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... | isinstance(call_args[3], EarlyStoppingOrCondition)) | modified | 59fd1e09b5db75b92fbd86e77ca0442e54590eb5baefc5063ad85b2515672f3c | self.assertTrue|test_fit_with_early_stopping_fallback_deprecated_kwargs|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 ... | isinstance(call_args[3], EarlyStoppingOrCondition)) | 241 | 12 |
webis-de/small-text | train | 125 | ed23eb793aeb85cd36ff31db821597643e6ccffd | 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 | 353 | 8 | self.assertTrue | test_predict_proba_on_empty_data | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.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... | np.issubdtype(proba.dtype, float)) | modified | 0046440535569930c675fe7e41a8cccd1eb4d5fecf3cc5be7576015bc26bb031 | self.assertTrue|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.early_stopping import EarlyStopping, EarlySto... | np.issubdtype(proba.dtype, np.float)) | 353 | 8 |
webis-de/small-text | train | 126 | 1d65225778a4a60f11a58ec358b53ce0d280e6d7 | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 119 | 13 | self.assertRaisesRegex | test_fit_with_invalid_multi_label_data | import unittest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataset
from tests.utils.datasets import random_sklearn_datas... | ValueError, expected_str) | modified | 70a4f507c77382b9562997f04b3afdd5c985fce023085a0a1fbf2236ae3c324c | self.assertRaisesRegex|test_fit_with_invalid_multi_label_data|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import SklearnDa... | ValueError, expected_str) | 118 | 13 |
webis-de/small-text | train | 127 | 0dda8012e9daec670738a416152ee01a9596e76a | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 57 | 8 | self.assertEqual | test_embed | import unittest
import pytest
import numpy as np
from scipy.sparse import issparse
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.utils.validation import check_is_fitted
from tests.utils.datasets import twenty_ne... | len(embeddings.shape)) | modified | 00419011a91734ce1ee9ad4cd6e02aaad7a6102b7a91863e19f3ea295e24629e | self.assertEqual|test_embed|import unittest import pytest import numpy as np from scipy.sparse import issparse from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from sklearn.utils.validation import check_is_fitted from tests.utils... | len(embeddings.shape)) | 56 | 8 |
webis-de/small-text | train | 127 | 0dda8012e9daec670738a416152ee01a9596e76a | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 84 | 8 | self.assertEqual | test_embed_with_proba | import unittest
import pytest
import numpy as np
from scipy.sparse import issparse
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.utils.validation import check_is_fitted
from tests.utils.datasets import twenty_ne... | embeddings.shape[1]) | modified | e72ff2ad408b3fc721739addd0aefa1df5780ec3bba1d48ee241d80af04cdc23 | self.assertEqual|test_embed_with_proba|import unittest import pytest import numpy as np from scipy.sparse import issparse from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from sklearn.utils.validation import check_is_fitted from ... | embeddings.shape[1]) | 83 | 8 |
webis-de/small-text | train | 127 | 0dda8012e9daec670738a416152ee01a9596e76a | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 176 | 12 | self.assertEqual | test_fit_and_predict | import unittest
import pytest
import numpy as np
from scipy.sparse import issparse
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.utils.validation import check_is_fitted
from tests.utils.datasets import twenty_ne... | y_pred.shape) | added | a7aab10db9cd2cf1007a2d0ff285a7ee3bf3898caa3b98b275621969981fe853 | self.assertEqual|test_fit_and_predict|import unittest import pytest import numpy as np from scipy.sparse import issparse from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from sklearn.utils.validation import check_is_fitted from t... | null | null | null |
webis-de/small-text | train | 127 | 0dda8012e9daec670738a416152ee01a9596e76a | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 214 | 17 | self.assertRaises | test_fit_and_validate | import unittest
import pytest
import numpy as np
from scipy.sparse import issparse
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.utils.validation import check_is_fitted
from tests.utils.datasets import twenty_ne... | UnsupportedOperationException) | added | 3d1f63082bdb9fb3611c833c835da2bf2705cc32ce3bb9823ed16591433fc178 | self.assertRaises|test_fit_and_validate|import unittest import pytest import numpy as np from scipy.sparse import issparse from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from sklearn.utils.validation import check_is_fitted from... | null | null | null |
webis-de/small-text | train | 127 | 0dda8012e9daec670738a416152ee01a9596e76a | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 30 | 8 | self.assertEqual | test_setfit_model_arguments_init | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | args.model_loading_strategy) | modified | 07020f559c04f2cfba68bd7e2c4a2aacff3653191f17c557e56a15a5123d507c | self.assertEqual|test_setfit_model_arguments_init|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.integrations.transfo... | args.model_loading_strategy) | 29 | 8 |
webis-de/small-text | train | 127 | 0dda8012e9daec670738a416152ee01a9596e76a | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 52 | 13 | self.assertRaisesRegex | test_init_with_misplaced_use_differentiable_head_kwarg | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | ValueError, 'Invalid keyword argument in model_kwargs') | modified | 339fc37e59fc6e227228feb964b095dbbc559c915f9c8d4cd412c1e96b109f43 | self.assertRaisesRegex|test_init_with_misplaced_use_differentiable_head_kwarg|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from sma... | ValueError, 'Invalid keyword argument in model_kwargs') | 50 | 13 |
webis-de/small-text | train | 127 | 0dda8012e9daec670738a416152ee01a9596e76a | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 61 | 13 | self.assertRaisesRegex | test_init_with_misplaced_force_download_kwarg | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | ValueError, 'Invalid keyword argument in model_kwargs') | modified | 5957cbe43d41c1a7c2c49c1a72c4dd29d3ad9f16b812f7a78c89690e0743661f | self.assertRaisesRegex|test_init_with_misplaced_force_download_kwarg|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.i... | ValueError, 'Invalid keyword argument in model_kwargs') | 59 | 13 |
webis-de/small-text | train | 127 | 0dda8012e9daec670738a416152ee01a9596e76a | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 115 | 8 | self.assertEqual | test_init_model_kwargs | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | clf.setfit_model_args) | modified | da97422c96f1716a85416b40aa0d0a6cf7d06f53238d72ee1dd979d0c63993fe | self.assertEqual|test_init_model_kwargs|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.integrations.transformers.clas... | clf.setfit_model_args) | 113 | 8 |
webis-de/small-text | train | 128 | 5edee70c64dbb2ecf103dc8775f62b1339fa8c9e | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 266 | 13 | self.assertRaises | test_fit_and_predict | import unittest
import pytest
import numpy as np
from scipy.sparse import issparse
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.utils.validation import check_is_fitted
from tests.utils.datasets import twenty_ne... | NotImplementedError) | modified | 61a07cf26735dee1db94d7494f3af7a43c0b6b2b2741f49f3b1a3999c322575d | self.assertRaises|test_fit_and_predict|import unittest import pytest import numpy as np from scipy.sparse import issparse from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from sklearn.utils.validation import check_is_fitted from ... | NotImplementedError) | 264 | 13 |
webis-de/small-text | train | 128 | 5edee70c64dbb2ecf103dc8775f62b1339fa8c9e | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 270 | 13 | self.assertRaises | test_fit_and_validate | import unittest
import pytest
import numpy as np
from scipy.sparse import issparse
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.utils.validation import check_is_fitted
from tests.utils.datasets import twenty_ne... | NotImplementedError) | modified | b89b89406a3388f5bb9369bd17fd9ad19b174d97711519112266c9f0fd941bd0 | self.assertRaises|test_fit_and_validate|import unittest import pytest import numpy as np from scipy.sparse import issparse from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from sklearn.utils.validation import check_is_fitted from... | NotImplementedError) | 268 | 13 |
webis-de/small-text | train | 129 | f9a29087c5585374e9013b43d6fd9bca2f8f7515 | 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 | 84 | 13 | self.assertRaisesRegex | test_predict_proba_dropout | import pytest
import unittest
from unittest.mock import Mock, 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
... | NotImplementedError, r'_predict_proba_dropout_sampling\(\) needs to be implemented') | added | cdbb306d3e004e66bf4e0d6ba899886ceaff52f09bcea5e5114df7f75a063dbd | self.assertRaisesRegex|test_predict_proba_dropout|import pytest import unittest from unittest.mock import Mock, patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.model_selection import ModelSelection, NoopModelSelection from tests.utils.datasets import random_tex... | null | null | null |
webis-de/small-text | train | 129 | f9a29087c5585374e9013b43d6fd9bca2f8f7515 | 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 | 109 | 8 | self.assertEqual | test_init_with_cuda_available_and_device | import pytest
import unittest
from unittest.mock import Mock, 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
... | clf.device) | added | 5cf340aa90f479fa083c88163fdab5a51779909d7f84f584f2242d952aa7d4a0 | self.assertEqual|test_init_with_cuda_available_and_device|import pytest import unittest from unittest.mock import Mock, patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.model_selection import ModelSelection, NoopModelSelection from tests.utils.datasets import ra... | null | null | null |
webis-de/small-text | train | 129 | f9a29087c5585374e9013b43d6fd9bca2f8f7515 | 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 | 184 | 8 | self.assertTrue | test_get_default_criterion_use_sample_weights_multiclass | import pytest
import unittest
from unittest.mock import Mock, 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
... | isinstance(loss, CrossEntropyLoss)) | added | 57a6d1bbdd668aed036478ae1137a78dbd0dcf43b99c9e93b5c0316204795df0 | self.assertTrue|test_get_default_criterion_use_sample_weights_multiclass|import pytest import unittest from unittest.mock import Mock, patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.model_selection import ModelSelection, NoopModelSelection from tests.utils.dat... | null | null | null |
webis-de/small-text | train | 129 | f9a29087c5585374e9013b43d6fd9bca2f8f7515 | 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 | 255 | 13 | self.assertRaisesRegex | test_initialize_class_weights_invalid_value | import pytest
import unittest
from unittest.mock import Mock, 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
... | ValueError, 'Invalid value for class_weight') | added | 4f0049e87c95ce890f708a4d200f75e406d3b14c3c47fe4040b07dcc51dcc864 | self.assertRaisesRegex|test_initialize_class_weights_invalid_value|import pytest import unittest from unittest.mock import Mock, patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.training.model_selection import ModelSelection, NoopModelSelection from tests.utils.datasets ... | null | null | null |
webis-de/small-text | train | 130 | 2fa318fddcb50257f48c5e50943d52482082d8dd | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 38 | 13 | self.assertRaisesRegex | test_embed_untrained | import unittest
import pytest
import numpy as np
from unittest.mock import patch, Mock
from scipy.sparse import issparse
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.utils.validation import check_is_fitted
from... | ValueError, 'Model is not trained') | modified | 33001e24d9ce72a7d68e370cd596c5c8a715dc378c50e517a65dcf38014c04cc | self.assertRaisesRegex|test_embed_untrained|import unittest import pytest import numpy as np from unittest.mock import patch, Mock from scipy.sparse import issparse from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from sklearn.ut... | ValueError, 'Model is not trained') | 36 | 13 |
webis-de/small-text | train | 130 | 2fa318fddcb50257f48c5e50943d52482082d8dd | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 87 | 12 | self.assertEqual | test_embed_with_proba | import unittest
import pytest
import numpy as np
from unittest.mock import patch, Mock
from scipy.sparse import issparse
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.utils.validation import check_is_fitted
from... | len(encode_spy.call_args_list[0].args)) | modified | f2923b45ca314024d167867c8899073c80bb21d0c7d08464d70743f24462a2b0 | self.assertEqual|test_embed_with_proba|import unittest import pytest import numpy as np from unittest.mock import patch, Mock from scipy.sparse import issparse from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from sklearn.utils.v... | embeddings.shape[1]) | 84 | 8 |
webis-de/small-text | train | 130 | 2fa318fddcb50257f48c5e50943d52482082d8dd | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 195 | 12 | self.assertTrue | test_fit_and_predict | import unittest
import pytest
import numpy as np
from unittest.mock import patch, Mock
from scipy.sparse import issparse
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.utils.validation import check_is_fitted
from... | np.logical_or(y_pred.all() >= 0, y_pred.all() <= 3)) | added | cd64c6c9022cf2f63e252c19d26d01eabb71fb5af70c9aea0ae580306f930f19 | self.assertTrue|test_fit_and_predict|import unittest import pytest import numpy as np from unittest.mock import patch, Mock from scipy.sparse import issparse from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from sklearn.utils.val... | null | null | null |
webis-de/small-text | train | 130 | 2fa318fddcb50257f48c5e50943d52482082d8dd | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 233 | 17 | self.assertRaises | test_fit_and_validate | import unittest
import pytest
import numpy as np
from unittest.mock import patch, Mock
from scipy.sparse import issparse
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from sklearn.utils.validation import check_is_fitted
from... | UnsupportedOperationException) | added | e73bbd784ac0cebb99b5d7d4148717b737d95ae0576e145e089ee5a00afc71a0 | self.assertRaises|test_fit_and_validate|import unittest import pytest import numpy as np from unittest.mock import patch, Mock from scipy.sparse import issparse from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from sklearn.utils.... | null | null | null |
webis-de/small-text | train | 130 | 2fa318fddcb50257f48c5e50943d52482082d8dd | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 135 | 8 | self.assertEqual | test_init_model_kwargs | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | clf.num_classes) | added | 3733c768e70fa7ba977548111db90704e0dc2b1c5cfa902433d93fd211c38d23 | self.assertEqual|test_init_model_kwargs|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.integrations.transformers.clas... | null | null | null |
webis-de/small-text | train | 130 | 2fa318fddcb50257f48c5e50943d52482082d8dd | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 173 | 12 | self.assertEqual | test_init_model_loading_strategy_always_local | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | from_pretrained_mock.call_count) | added | 9483772dac41be69930e485fb5a0625a40735938aff6ea40d800f85a3c9d5a65 | self.assertEqual|test_init_model_loading_strategy_always_local|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.integra... | null | null | null |
webis-de/small-text | train | 130 | 2fa318fddcb50257f48c5e50943d52482082d8dd | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 194 | 12 | self.assertFalse | test_init_model_loading_strategy_always_download | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | from_pretrained_mock.call_args.kwargs['local_files_only']) | added | 4397f84b454681509a861d384613997e1feaa247c32696587cff9bf3a0365ffe | self.assertFalse|test_init_model_loading_strategy_always_download|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.inte... | null | null | null |
webis-de/small-text | train | 130 | 2fa318fddcb50257f48c5e50943d52482082d8dd | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 223 | 12 | self.assertTrue | test_fit_with_train_kwargs | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | 'show_progress_bar' in call_args.kwargs) | added | 9367b362cbad5dd6a627dbbfcf7f93764d437d8bffe197ba46b0933d04efdea3 | self.assertTrue|test_fit_with_train_kwargs|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.integrations.transformers.c... | null | null | null |
webis-de/small-text | train | 131 | fa027b7c481e2499b23a8ad24d1dc52851919237 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 88 | 12 | self.assertEqual | test_embed_with_proba | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | encode_spy.call_count) | modified | a860dc973b6284c9721b4858985470270cb218483c58c99738fc5370af9915eb | self.assertEqual|test_embed_with_proba|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch... | encode_spy.call_count) | 86 | 12 |
webis-de/small-text | train | 131 | fa027b7c481e2499b23a8ad24d1dc52851919237 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 176 | 13 | self.assertRaisesRegex | test_fit_with_misplaced_max_length_kwargs | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | ValueError, 'Invalid keyword argument in setfit_train_kwargs') | added | 8164fd7618c4e4fd2674fad038798aa3a2e2ba3bf99fdd5e32089c0e96d8ecef | self.assertRaisesRegex|test_fit_with_misplaced_max_length_kwargs|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small... | null | null | null |
webis-de/small-text | train | 131 | fa027b7c481e2499b23a8ad24d1dc52851919237 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 202 | 12 | self.assertTrue | test_fit_and_predict | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | issparse(y_pred)) | modified | eb1337b05a7526237d42c329bfb53ef19887e756be5d8de5799a62c57fb838a3 | self.assertTrue|test_fit_and_predict|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.e... | isinstance(y_pred_proba, np.ndarray)) | 199 | 8 |
webis-de/small-text | train | 131 | fa027b7c481e2499b23a8ad24d1dc52851919237 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 281 | 12 | self.assertEqual | test_fit_with_non_default_settings | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | train_mock.call_args_list[0].kwargs['max_length']) | added | dbd79db318ee8d3232f376eb6c7c9c4a065ab0923451becc4f1c235604da9af7 | self.assertEqual|test_fit_with_non_default_settings|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integra... | null | null | null |
webis-de/small-text | train | 132 | 9e1a4a2ed29533149aef401bb1d43053811046ab | train | tests/integration/small_text/integrations/transformers/utils/test_setfit.py | test | webis-de/small-text:tests/integration/small_text/integrations/transformers/utils/test_setfit.py | 41 | 8 | self.assertEqual | test_truncate_texts | import unittest
import pytest
import numpy as np
from small_text.data.datasets import TextDataset
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.factories import (
SetFitClassification
)
from small_text.integra... | result_datasets[0].x[1]) | added | 49ace21ead2800142940cb019ecb2a8367f53199f90fa4f2e3ba82a9dc35824b | self.assertEqual|test_truncate_texts|import unittest import pytest import numpy as np from small_text.data.datasets import TextDataset from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.factories import ( SetFitClassification ) from sma... | null | null | null |
webis-de/small-text | train | 132 | 9e1a4a2ed29533149aef401bb1d43053811046ab | train | tests/integration/small_text/integrations/transformers/utils/test_setfit.py | test | webis-de/small-text:tests/integration/small_text/integrations/transformers/utils/test_setfit.py | 61 | 8 | self.assertEqual | test_truncate_texts_no_action_needed | import unittest
import pytest
import numpy as np
from small_text.data.datasets import TextDataset
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.factories import (
SetFitClassification
)
from small_text.integra... | result_datasets[0].x[1]) | added | bba06a0e56a510c3eb31293c4594dd25e0665a29c60b5622dd3f823a2d1dec51 | self.assertEqual|test_truncate_texts_no_action_needed|import unittest import pytest import numpy as np from small_text.data.datasets import TextDataset from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.factories import ( SetFitClassifi... | null | null | null |
webis-de/small-text | train | 132 | 9e1a4a2ed29533149aef401bb1d43053811046ab | train | tests/integration/small_text/integrations/transformers/utils/test_setfit.py | test | webis-de/small-text:tests/integration/small_text/integrations/transformers/utils/test_setfit.py | 62 | 8 | self.assertEqual | test_truncate_texts_no_action_needed | import unittest
import pytest
import numpy as np
from small_text.data.datasets import TextDataset
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.factories import (
SetFitClassification
)
from small_text.integra... | result_datasets[0].x[2]) | added | 9ec6d280d022014d3ebda5d3053726af31e2e5709c5a2a623088ac92f1aa3d3e | self.assertEqual|test_truncate_texts_no_action_needed|import unittest import pytest import numpy as np from small_text.data.datasets import TextDataset from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.factories import ( SetFitClassifi... | null | null | null |
webis-de/small-text | train | 132 | 9e1a4a2ed29533149aef401bb1d43053811046ab | train | tests/integration/small_text/integrations/transformers/utils/test_setfit.py | test | webis-de/small-text:tests/integration/small_text/integrations/transformers/utils/test_setfit.py | 92 | 8 | self.assertEqual | test_truncate_texts_multiple_datasets | import unittest
import pytest
import numpy as np
from small_text.data.datasets import TextDataset
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.factories import (
SetFitClassification
)
from small_text.integra... | result_datasets[1].x[1]) | added | 22f8db3b97c67b986b18b481ab5ccdc10e2d2e20ea2244833a181c6b1af94e74 | self.assertEqual|test_truncate_texts_multiple_datasets|import unittest import pytest import numpy as np from small_text.data.datasets import TextDataset from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.factories import ( SetFitClassif... | null | null | null |
webis-de/small-text | train | 133 | 02b8eaf3f088d287f2400033922b3ba40d0317c5 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 312 | 13 | self.assertRaises | test_fit_with_non_default_settings | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | NotImplementedError) | added | c84ddfe567aaf565c2274b656e35ca8550cfab15d82cefd4866353f874161ac9 | self.assertRaises|test_fit_with_non_default_settings|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integr... | null | null | null |
webis-de/small-text | train | 133 | 02b8eaf3f088d287f2400033922b3ba40d0317c5 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 336 | 13 | self.assertRaises | test_fit_and_predict | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | NotImplementedError) | added | ca250c8447fdd78a208e43d61ac87d3dae9736661b9ce3a44486a45282848b4c | self.assertRaises|test_fit_and_predict|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch... | null | null | null |
webis-de/small-text | train | 133 | 02b8eaf3f088d287f2400033922b3ba40d0317c5 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 340 | 13 | self.assertRaises | test_fit_and_validate | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | NotImplementedError) | added | cb15c292307a17461e2aa4fda4e90c103fb24d9e1443a557dc7ed559f117b8a9 | self.assertRaises|test_fit_and_validate|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorc... | null | null | null |
webis-de/small-text | train | 133 | 02b8eaf3f088d287f2400033922b3ba40d0317c5 | train | tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_setfit.py | 344 | 13 | self.assertRaises | test_fit_with_non_default_settings | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock, Mock
from scipy.sparse import issparse
from small_text.data.datasets import TextDataset
from small_text.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundErr... | NotImplementedError) | added | 775f1c73d67a800a99e8f3b3fa7ec9144039cf34e073ba9011eaf1d22557fc8d | self.assertRaises|test_fit_with_non_default_settings|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock, Mock from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integr... | null | null | null |
webis-de/small-text | train | 134 | 4470d2b5894c50296fa4bde9c90f5f855665e732 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 223 | 12 | self.assertTrue | test_fit_with_train_kwargs | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | 'show_progress_bar' in call_args.kwargs) | modified | ce85cbb2c6dc19c036caa13365c4c34a71e4274330d81df9321cdf37789dbd9f | self.assertTrue|test_fit_with_train_kwargs|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.integrations.transformers.c... | 'show_progress_bar' in call_args.kwargs) | 223 | 12 |
webis-de/small-text | train | 134 | 4470d2b5894c50296fa4bde9c90f5f855665e732 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 224 | 12 | self.assertFalse | test_fit_with_train_kwargs | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | call_args.kwargs['show_progress_bar']) | modified | 7bd46266be5218a6425910cdce99b42eaa992589d1737dd0803f2c3316897a11 | self.assertFalse|test_fit_with_train_kwargs|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.integrations.transformers.... | call_args.kwargs['show_progress_bar']) | 224 | 12 |
webis-de/small-text | train | 134 | 4470d2b5894c50296fa4bde9c90f5f855665e732 | train | tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_setfit.py | 282 | 12 | self.assertEqual | test_fit | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.base import (
ModelLoadingStrategy
)
from small_text.integrations.transformers.classifiers.setfit im... | len(call_args[0])) | modified | 5155f105ad01bf8a05b1f6a03e27bae6e8024f8f6b6170d101d1f77137dc8e09 | self.assertEqual|test_fit|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.base import ( ModelLoadingStrategy ) from small_text.integrations.transformers.classifiers.setfit... | len(call_args[0])) | 282 | 12 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.