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 | 154 | fc88f4a66f3847058e41b5c53fa1a550e50ce17c | train | tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | 69 | 16 | self.assertEqual | test_embed | import unittest
import pytest
import numpy as np
from unittest import mock
from parameterized import parameterized_class
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from smal... | embeddings.shape[1]) | modified | 4a074d3b7506e480869bacb84b88c0f37285fbcb305b732f1d0e120c386145cf | self.assertEqual|test_embed|import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifi... | embeddings.shape[1]) | 70 | 16 |
webis-de/small-text | train | 154 | fc88f4a66f3847058e41b5c53fa1a550e50ce17c | train | tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | 100 | 16 | self.assertEqual | test_embed_and_predict | import unittest
import pytest
import numpy as np
from unittest import mock
from parameterized import parameterized_class
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from smal... | embeddings.shape[1]) | modified | 958409b573a16199c61f7d56b3b79791ac1c1c8dc4bc9b9bd7e499b0f5391d69 | self.assertEqual|test_embed_and_predict|import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import Ki... | embeddings.shape[0]) | 101 | 12 |
webis-de/small-text | train | 154 | fc88f4a66f3847058e41b5c53fa1a550e50ce17c | train | tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | 105 | 12 | self.assertEqual | test_embed_and_predict | import unittest
import pytest
import numpy as np
from unittest import mock
from parameterized import parameterized_class
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from smal... | predictions.shape[0]) | modified | 1d901c385bcbff7afc0be765b1224c4b3b185d6613da2fd96b258abd510444f3 | self.assertEqual|test_embed_and_predict|import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import Ki... | embeddings.shape[1]) | 108 | 16 |
webis-de/small-text | train | 154 | fc88f4a66f3847058e41b5c53fa1a550e50ce17c | train | tests/integration/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_datasets.py | 24 | 8 | self.assertTrue | test_dataset_to | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset
from tests.utils.datasets import random_text_classification_dataset
except ... | np.all(tensor_is_on_cpu)) | added | 7da2c00e0f53494efd5767e32e10452ed27662b766cab9e9c1fb16c4f1e1f43d | self.assertTrue|test_dataset_to|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset from tests.utils.datasets import random_text_classification... | null | null | null |
webis-de/small-text | train | 154 | fc88f4a66f3847058e41b5c53fa1a550e50ce17c | train | tests/integration/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_datasets.py | 45 | 8 | self.assertTrue | test_dataset_to_copy | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset
from tests.utils.datasets import random_text_classification_dataset
except ... | ds.target_labels.shape[0] > 0) | added | 220e9b7e4ab4f892772439fd4d8604ac0288271314f66220da3bccc7f3a2ce7f | self.assertTrue|test_dataset_to_copy|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset from tests.utils.datasets import random_text_classific... | null | null | null |
webis-de/small-text | train | 154 | fc88f4a66f3847058e41b5c53fa1a550e50ce17c | train | tests/integration/small_text/integrations/pytorch/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py | 31 | 8 | self.assertFalse | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from tests.ut... | dataset._data[0][PytorchTextClassificationDataset.INDEX_TEXT].is_cuda) | modified | bab1a7a3f3d65ce6c5cc8470b2791e6c559fe532081ead3cc98868dcb46a7ba1 | self.assertFalse|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strate... | dataset._data[0][PytorchTextClassificationDataset.INDEX_TEXT].is_cuda) | 31 | 8 |
webis-de/small-text | train | 154 | fc88f4a66f3847058e41b5c53fa1a550e50ce17c | train | tests/integration/small_text/integrations/pytorch/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py | 53 | 12 | self.assertIsNotNone | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from tests.ut... | active_learner) | modified | 76c70d685a923668ad9b7def9c51cef9db4748cff28a3beb802b6bffbe3f9a6b | self.assertIsNotNone|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_st... | active_learner) | 53 | 12 |
webis-de/small-text | train | 154 | fc88f4a66f3847058e41b5c53fa1a550e50ce17c | train | tests/integration/small_text/integrations/pytorch/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py | 62 | 12 | self.assertEqual | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from tests.ut... | active_learner.query_strategy.__class__) | modified | d84f7a053f245fc2ec6f41af336d660c520de98efa3eddf0bc72dd45fc28c4da | self.assertEqual|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strate... | active_learner.query_strategy.__class__) | 62 | 12 |
webis-de/small-text | train | 155 | 3060fd67831fd126aeb3415cd01ae159b2d9a5b8 | 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 | 31 | 8 | self.assertFalse | 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 | 95b54a01b7155ed58323f371eb16d54e4cf4db0d17000ade0eff65fc33ad2bd3 | self.assertFalse|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): pa... | null | null | null |
webis-de/small-text | train | 155 | 3060fd67831fd126aeb3415cd01ae159b2d9a5b8 | 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 | 34 | 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 | ee1fbddaa4be8bc876315d1280a31b1d4cb4680c5e9419785609dabc11649f26 | 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 | 155 | 3060fd67831fd126aeb3415cd01ae159b2d9a5b8 | 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 | 37 | 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 | 76921522f11f9f7983991a27d1b34100cabe91f891b63d85b687c292a345a850 | 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 | 155 | 3060fd67831fd126aeb3415cd01ae159b2d9a5b8 | 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 | 38 | 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.dropout2.training) | added | 0b2e1e9e3ff1e1451a11487fd4707b7b131cd1cacc60f478a515f7dd8ca5b45c | 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 | 156 | 8997fc33331348c3b48dc0296aff7cf4b49e7cb6 | 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 | 90 | 12 | self.assertEqual | test_embed_with_proba | import unittest
import pytest
import numpy as np
from unittest.mock import create_autospec, patch
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... | len(encode_spy.call_args_list[0].kwargs)) | modified | 2aff9f8f276d3855121c0c7b0daccf62ffbcd9f2925c0f3450106a396613f6ca | self.assertEqual|test_embed_with_proba|import unittest import pytest import numpy as np from unittest.mock import create_autospec, patch from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorch... | len(encode_spy.call_args_list[0].kwargs)) | 90 | 12 |
webis-de/small-text | train | 156 | 8997fc33331348c3b48dc0296aff7cf4b49e7cb6 | 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 | 175 | 13 | self.assertRaisesRegex | test_fit_with_misplaced_max_length_kwargs | import unittest
import pytest
import numpy as np
from unittest.mock import create_autospec, patch
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') | modified | a0d77be14f2b7ef1e392b8186a2575fb1812c213ad67fc24ed9790554b3c1b55 | self.assertRaisesRegex|test_fit_with_misplaced_max_length_kwargs|import unittest import pytest import numpy as np from unittest.mock import create_autospec, patch from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small... | ValueError, 'Invalid keyword argument in setfit_train_kwargs') | 175 | 13 |
webis-de/small-text | train | 156 | 8997fc33331348c3b48dc0296aff7cf4b49e7cb6 | 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 | 251 | 12 | self.assertTrue | test_fit_and_predict_proba_dropout | import unittest
import pytest
import numpy as np
from unittest.mock import create_autospec, patch
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... | isinstance(y_pred_proba, np.ndarray)) | modified | 9add37080eeedaf1887446b9f328d01b6335008e939c6040872040e1162f7e3d | self.assertTrue|test_fit_and_predict_proba_dropout|import unittest import pytest import numpy as np from unittest.mock import create_autospec, patch from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrat... | isinstance(y_pred_proba, np.ndarray)) | 251 | 12 |
webis-de/small-text | train | 156 | 8997fc33331348c3b48dc0296aff7cf4b49e7cb6 | 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 | 400 | 13 | self.assertRaises | test_fit_and_validate | import unittest
import pytest
import numpy as np
from unittest.mock import create_autospec, patch
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) | modified | 1318c1d10e00ba4badb0fbcdd43f490d44d199bc79b0931c98ccb1839510ae74 | self.assertRaises|test_fit_and_validate|import unittest import pytest import numpy as np from unittest.mock import create_autospec, patch from scipy.sparse import issparse from small_text.data.datasets import TextDataset from small_text.exceptions import UnsupportedOperationException from small_text.integrations.pytorc... | NotImplementedError) | 399 | 13 |
webis-de/small-text | train | 157 | b836125e16a82b27f5ffafa7640db3daf75c576d | train | tests/unit/small_text/integrations/pytorch/utils/test_data.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_data.py | 28 | 8 | self.assertTrue | test_dataloader_train | import unittest
import numpy as np
import pytest
import torch
from numpy.testing import assert_array_almost_equal, assert_array_equal
from scipy.sparse import csr_matrix
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.utils.data.sampler import BatchSampler, SequentialS... | isinstance(loader.sampler, BatchSampler)) | modified | 0ff7ae5fbf0b0f11ce3062546ba0cca88d9047979284a10890ab772728310664 | self.assertTrue|test_dataloader_train|import unittest import numpy as np import pytest import torch from numpy.testing import assert_array_almost_equal, assert_array_equal from scipy.sparse import csr_matrix from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sampler i... | isinstance(loader.sampler, BatchSampler)) | 28 | 8 |
webis-de/small-text | train | 157 | b836125e16a82b27f5ffafa7640db3daf75c576d | train | tests/unit/small_text/integrations/pytorch/utils/test_data.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_data.py | 47 | 8 | assert_* | test_get_class_weights_binary | import unittest
import numpy as np
import pytest
import torch
from numpy.testing import assert_array_almost_equal, assert_array_equal
from scipy.sparse import csr_matrix
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.utils.data.sampler import BatchSampler, SequentialS... | class_weights.cpu().numpy()) | added | 3e5f40a6e2a345bf7090b5513d8177da70261803ed77f4a689f190116db71bae | assert_*|test_get_class_weights_binary|import unittest import numpy as np import pytest import torch from numpy.testing import assert_array_almost_equal, assert_array_equal from scipy.sparse import csr_matrix from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sampler ... | null | null | null |
webis-de/small-text | train | 157 | b836125e16a82b27f5ffafa7640db3daf75c576d | train | tests/unit/small_text/integrations/pytorch/utils/test_data.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_data.py | 52 | 8 | assert_* | test_get_class_weights_multiclass | import unittest
import numpy as np
import pytest
import torch
from numpy.testing import assert_array_almost_equal, assert_array_equal
from scipy.sparse import csr_matrix
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.utils.data.sampler import BatchSampler, SequentialS... | class_weights.cpu().numpy()) | added | 0911e32e6786d8840f9672c98adb8c76730ce61ff351f37a4e97b379b3c1defb | assert_*|test_get_class_weights_multiclass|import unittest import numpy as np import pytest import torch from numpy.testing import assert_array_almost_equal, assert_array_equal from scipy.sparse import csr_matrix from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.samp... | null | null | null |
webis-de/small-text | train | 157 | b836125e16a82b27f5ffafa7640db3daf75c576d | train | tests/unit/small_text/integrations/pytorch/utils/test_data.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_data.py | 73 | 8 | assert_* | test_get_class_weights_multi_label | import unittest
import numpy as np
import pytest
import torch
from numpy.testing import assert_array_almost_equal, assert_array_equal
from scipy.sparse import csr_matrix
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.utils.data.sampler import BatchSampler, SequentialS... | class_weights.cpu().numpy()) | added | 782dd914279f432f5ae3d9a700b40f06e9a76530fe841fd90551a19284a8c605 | assert_*|test_get_class_weights_multi_label|import unittest import numpy as np import pytest import torch from numpy.testing import assert_array_almost_equal, assert_array_equal from scipy.sparse import csr_matrix from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sam... | null | null | null |
webis-de/small-text | train | 157 | b836125e16a82b27f5ffafa7640db3daf75c576d | 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 | 42 | 8 | self.assertTrue | test_get_arguments_for_from_pretrained_model_strategy_always_download | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch import nn
from transformers import AutoConfig, AutoTokenizer, AutoModelForSequenceClassification
from small_text.integrat... | args.force_download) | added | f976ce5d2a484e0ddc650eafca1aa2222238d70e89f25850c3d1d5b5acc06c31 | self.assertTrue|test_get_arguments_for_from_pretrained_model_strategy_always_download|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch import nn from transformers import AutoConfig, Aut... | null | null | null |
webis-de/small-text | train | 157 | b836125e16a82b27f5ffafa7640db3daf75c576d | 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 | 73 | 16 | self.assertFalse | test_initialize_transformer_components | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch import nn
from transformers import AutoConfig, AutoTokenizer, AutoModelForSequenceClassification
from small_text.integrat... | kwargs['force_download']) | modified | 92ae9534813472f0641953cec1d9b2dbe15a3da90db08ccefce05d2613e140ca | self.assertFalse|test_initialize_transformer_components|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch import nn from transformers import AutoConfig, AutoTokenizer, AutoModelForSequen... | kwargs['force_download']) | 75 | 16 |
webis-de/small-text | train | 157 | b836125e16a82b27f5ffafa7640db3daf75c576d | 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 | 167 | 13 | self.assertRaisesRegex | test_build_layer_specific_params_invalid_gradual_unfreezing_args | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch import nn
from transformers import AutoConfig, AutoTokenizer, AutoModelForSequenceClassification
from small_text.integrat... | ValueError, 'Invalid gradual unfreezing parameters: No trainable layers left.') | added | c3b580fb12f18f1c279b2870d3c2dc6446c2c380a02c5b6282a5c9aaeb577a26 | self.assertRaisesRegex|test_build_layer_specific_params_invalid_gradual_unfreezing_args|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch import nn from transformers import AutoConfig, A... | null | null | null |
webis-de/small-text | train | 157 | b836125e16a82b27f5ffafa7640db3daf75c576d | 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 | 179 | 13 | self.assertRaisesRegex | test_build_layer_specific_params_additional_module | import unittest
import pytest
import numpy as np
from unittest.mock import patch, MagicMock
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch import nn
from transformers import AutoConfig, AutoTokenizer, AutoModelForSequenceClassification
from small_text.integrat... | ValueError, 'Fine-tuning arguments are not supported') | added | 6454c9a2d9dbd1cdf42bc7f93a188bdbd3698a95d2eefb50e9118d423720e670 | self.assertRaisesRegex|test_build_layer_specific_params_additional_module|import unittest import pytest import numpy as np from unittest.mock import patch, MagicMock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch import nn from transformers import AutoConfig, AutoTokenizer, ... | null | null | null |
webis-de/small-text | train | 158 | 436d98f208c80c30eb322277e974f35920efd804 | 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 | 37 | 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 enable_dropout
except (ImportError, PytorchNotFoundError):
pass
class SimpleNet(nn.Module):
def... | model.dropout1.training) | modified | b747536bfcae5d3e5b33b90f89ee209d64985d8869108101257f99864c598c55 | 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 enable_dropout except (ImportError, PytorchNotFoundError): pass class SimpleNet(nn.... | model.dropout1.training) | 37 | 12 |
webis-de/small-text | train | 158 | 436d98f208c80c30eb322277e974f35920efd804 | 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 | 38 | 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 enable_dropout
except (ImportError, PytorchNotFoundError):
pass
class SimpleNet(nn.Module):
def... | model.dropout2.training) | modified | eab7c07706dc6e3ce01cadf951e2f76c78a56c2c43ad1dd521077cc3131a7e53 | 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 enable_dropout except (ImportError, PytorchNotFoundError): pass class SimpleNet(nn.... | model.dropout2.training) | 38 | 12 |
webis-de/small-text | train | 158 | 436d98f208c80c30eb322277e974f35920efd804 | 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 | 40 | 8 | self.assertFalse | 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 enable_dropout
except (ImportError, PytorchNotFoundError):
pass
class SimpleNet(nn.Module):
def... | model.dropout1.training) | modified | ac889303dce6c88bb4b37ded29471f166cb4c02915e4938a26c9695d1a4f28bc | self.assertFalse|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 enable_dropout except (ImportError, PytorchNotFoundError): pass class SimpleNet(nn... | model.dropout1.training) | 40 | 8 |
webis-de/small-text | train | 158 | 436d98f208c80c30eb322277e974f35920efd804 | 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 | 41 | 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 enable_dropout
except (ImportError, PytorchNotFoundError):
pass
class SimpleNet(nn.Module):
def... | model.dropout2.training) | modified | 4b60c4e65babc5aaf89f25de3d01fa676a50cc31c35a2a20f95bba5c6fe0736a | 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 enable_dropout except (ImportError, PytorchNotFoundError): pass class SimpleNet(nn.... | model.dropout2.training) | 41 | 8 |
webis-de/small-text | train | 159 | 1e35a7e39bb535dee776343fd222443acd450c95 | train | tests/integration/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_datasets.py | 30 | 8 | self.assertTrue | test_dataset_to | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset
from tests.utils.datasets import random_text_classification_dataset
except ... | np.all(tensor_is_on_cuda_device)) | modified | d89f1047f2b6b8f1cbfd985292120ff09c784b416f52624d208a7bed7e12f4f1 | self.assertTrue|test_dataset_to|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset from tests.utils.datasets import random_text_classification... | np.all(tensor_is_on_cuda_device)) | 30 | 8 |
webis-de/small-text | train | 159 | 1e35a7e39bb535dee776343fd222443acd450c95 | train | tests/integration/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_datasets.py | 41 | 8 | self.assertTrue | test_dataset_to_non_blocking | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset
from tests.utils.datasets import random_text_classification_dataset
except ... | np.all(tensor_is_on_cuda_device)) | modified | 782a9e51dad4e366bc886a053d80733ae298988a26556828c727f39d7cb780bd | self.assertTrue|test_dataset_to_non_blocking|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset from tests.utils.datasets import random_text_c... | np.all(tensor_is_on_cuda_device)) | 41 | 8 |
webis-de/small-text | train | 159 | 1e35a7e39bb535dee776343fd222443acd450c95 | train | tests/integration/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_datasets.py | 63 | 8 | self.assertFalse | test_dataset_to_copy | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset
from tests.utils.datasets import random_text_classification_dataset
except ... | hasattr(ds_new, 'TEST')) | modified | df7506daeac478551663f38c9ef5fa79342096374ea4f4587e27afee5da0d55a | self.assertFalse|test_dataset_to_copy|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset from tests.utils.datasets import random_text_classifi... | hasattr(ds_new, 'TEST')) | 63 | 8 |
webis-de/small-text | train | 159 | 1e35a7e39bb535dee776343fd222443acd450c95 | train | tests/integration/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_datasets.py | 82 | 8 | self.assertTrue | test_dataset_to_copy_with_target_labels_explicit | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset
from tests.utils.datasets import random_text_classification_dataset
except ... | ds_new.target_labels.shape[0] == num_target_labels) | modified | a45eea3bdbedb1da36f1112c3442770f411928acf56471d30c8e11ec2cf93e94 | self.assertTrue|test_dataset_to_copy_with_target_labels_explicit|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.datasets import PytorchTextClassificationDataset from tests.utils.datasets ... | ds_new.target_labels.shape[0] == num_target_labels) | 82 | 8 |
webis-de/small-text | train | 159 | 1e35a7e39bb535dee776343fd222443acd450c95 | 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 | 42 | 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]) | modified | ff6a89a3284fe818a16c1dfd6c63e53672f5f16456af1af7f097cdbd72fed7f0 | 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... | result_datasets[0].x[1]) | 42 | 8 |
webis-de/small-text | train | 159 | 1e35a7e39bb535dee776343fd222443acd450c95 | 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[0]) | modified | 58a20d8665655ef886b5d6a62ef5bcdf074993f3f3c0cfdb2fbff18bac2c15cf | 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... | result_datasets[0].x[0]) | 62 | 8 |
webis-de/small-text | train | 159 | 1e35a7e39bb535dee776343fd222443acd450c95 | 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 | 89 | 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... | len(result_datasets)) | modified | f6451361c21b5d5d530ca822c4c391bb1af3f743fe0ab0ec3563c7c7190a3a3e | 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... | len(result_datasets)) | 89 | 8 |
webis-de/small-text | train | 159 | 1e35a7e39bb535dee776343fd222443acd450c95 | 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 | 90 | 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[0].x[0]) | modified | 50aa94f5eb5d8c636a1cae8df43f810a14e5b5d4d20a5a311beedd3013403eee | 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... | result_datasets[0].x[0]) | 90 | 8 |
webis-de/small-text | train | 160 | 1e64db1efcef593c3b45312235e960ae857dea4d | train | tests/integration/small_text/query_strategies/test_multi_label.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_multi_label.py | 25 | 13 | self.assertRaisesRegex | test_simple_query | import unittest
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (
CategoryVectorInconsistencyAndRanking,
LabelCardinalityInconsistency,
AdaptiveActiveLearning
)
from tests.unit.small_text.query_strategies.test_strategies import (
SamplingStrategie... | RuntimeError, 'Invalid configuration: This query strategy requires ' 'classification_type=multi-label') | modified | 7bd09b9f9956b099c3adfaa07bbc8384dd82436213b2e2ee490187b568915757 | self.assertRaisesRegex|test_simple_query|import unittest from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import ( CategoryVectorInconsistencyAndRanking, LabelCardinalityInconsistency, AdaptiveActiveLearning ) from tests.unit.small_text.query_strategies.test_strategies imp... | RuntimeError, 'Invalid configuration: This query strategy requires ' 'classification_type=multi-label') | 24 | 13 |
webis-de/small-text | train | 160 | 1e64db1efcef593c3b45312235e960ae857dea4d | train | tests/integration/small_text/query_strategies/test_multi_label.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_multi_label.py | 31 | 13 | self.assertRaisesRegex | test_default_query | import unittest
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (
CategoryVectorInconsistencyAndRanking,
LabelCardinalityInconsistency,
AdaptiveActiveLearning
)
from tests.unit.small_text.query_strategies.test_strategies import (
SamplingStrategie... | RuntimeError, 'Invalid configuration: This query strategy requires ' 'classification_type=multi-label') | modified | b35078e9e9054f5dafb4944dded548f4e5b7884e60d46f06ec94cee92bbc922b | self.assertRaisesRegex|test_default_query|import unittest from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import ( CategoryVectorInconsistencyAndRanking, LabelCardinalityInconsistency, AdaptiveActiveLearning ) from tests.unit.small_text.query_strategies.test_strategies im... | RuntimeError, 'Invalid configuration: This query strategy requires ' 'classification_type=multi-label') | 30 | 13 |
webis-de/small-text | train | 160 | 1e64db1efcef593c3b45312235e960ae857dea4d | train | tests/integration/small_text/query_strategies/test_multi_label.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_multi_label.py | 83 | 13 | self.assertRaisesRegex | test_query_takes_remaining_pool | import unittest
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (
CategoryVectorInconsistencyAndRanking,
LabelCardinalityInconsistency,
AdaptiveActiveLearning
)
from tests.unit.small_text.query_strategies.test_strategies import (
SamplingStrategie... | RuntimeError, 'Invalid configuration: This query strategy requires ' 'classification_type=multi-label') | modified | 4f23abb4f683439a3f0fd6de9eac14dfd60f335b2b06b5de9edf73077e1d7408 | self.assertRaisesRegex|test_query_takes_remaining_pool|import unittest from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import ( CategoryVectorInconsistencyAndRanking, LabelCardinalityInconsistency, AdaptiveActiveLearning ) from tests.unit.small_text.query_strategies.test_... | RuntimeError, 'Invalid configuration: This query strategy requires ' 'classification_type=multi-label') | 83 | 13 |
webis-de/small-text | train | 160 | 1e64db1efcef593c3b45312235e960ae857dea4d | train | tests/integration/small_text/query_strategies/test_multi_label.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_multi_label.py | 89 | 13 | self.assertRaisesRegex | test_query_exhausts_pool | import unittest
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (
CategoryVectorInconsistencyAndRanking,
LabelCardinalityInconsistency,
AdaptiveActiveLearning
)
from tests.unit.small_text.query_strategies.test_strategies import (
SamplingStrategie... | RuntimeError, 'Invalid configuration: This query strategy requires ' 'classification_type=multi-label') | added | 99d8df44627e82be1ce3546455d6138700e7d9bbc1d7505b00f8a1b7d918c1f6 | self.assertRaisesRegex|test_query_exhausts_pool|import unittest from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import ( CategoryVectorInconsistencyAndRanking, LabelCardinalityInconsistency, AdaptiveActiveLearning ) from tests.unit.small_text.query_strategies.test_strateg... | null | null | null |
webis-de/small-text | train | 160 | 1e64db1efcef593c3b45312235e960ae857dea4d | train | tests/unit/small_text/query_strategies/test_multi_label.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_multi_label.py | 60 | 8 | self.assertEqual | test_label_cardinality_inconsistency_average_one_and_a_half_labels | import unittest
import numpy as np
from numpy.testing import assert_array_almost_equal
from scipy.sparse import csr_matrix
from small_text.query_strategies.multi_label import (
CategoryVectorInconsistencyAndRanking,
_label_cardinality_inconsistency,
LabelCardinalityInconsistency,
_uncertainty_weighted... | lci.shape) | added | 3eb94087a417968bca63e1c5374a4ed3635bad30f819289084ebc22fe16266af | self.assertEqual|test_label_cardinality_inconsistency_average_one_and_a_half_labels|import unittest import numpy as np from numpy.testing import assert_array_almost_equal from scipy.sparse import csr_matrix from small_text.query_strategies.multi_label import ( CategoryVectorInconsistencyAndRanking, _label_cardinality_i... | null | null | null |
webis-de/small-text | train | 160 | 1e64db1efcef593c3b45312235e960ae857dea4d | train | tests/unit/small_text/query_strategies/test_multi_label.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_multi_label.py | 84 | 8 | self.assertTrue | test_label_cardinality_inconsistency_empty_predictions_and_labels | import unittest
import numpy as np
from numpy.testing import assert_array_almost_equal
from scipy.sparse import csr_matrix
from small_text.query_strategies.multi_label import (
CategoryVectorInconsistencyAndRanking,
_label_cardinality_inconsistency,
LabelCardinalityInconsistency,
_uncertainty_weighted... | lci[0] == lci[1] == lci[2] == lci[3] == 0.0) | added | 65fac70a531fd5db4d8d1ed7d77723c7e4ad2c2e3cf58a68f75b07a7c003fb68 | self.assertTrue|test_label_cardinality_inconsistency_empty_predictions_and_labels|import unittest import numpy as np from numpy.testing import assert_array_almost_equal from scipy.sparse import csr_matrix from small_text.query_strategies.multi_label import ( CategoryVectorInconsistencyAndRanking, _label_cardinality_inc... | null | null | null |
webis-de/small-text | train | 160 | 1e64db1efcef593c3b45312235e960ae857dea4d | train | tests/unit/small_text/query_strategies/test_multi_label.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_multi_label.py | 192 | 8 | self.assertEqual | test_init | import unittest
import numpy as np
from numpy.testing import assert_array_almost_equal
from scipy.sparse import csr_matrix
from small_text.query_strategies.multi_label import (
CategoryVectorInconsistencyAndRanking,
_label_cardinality_inconsistency,
LabelCardinalityInconsistency,
_uncertainty_weighted... | query_strategy.batch_size) | added | c9c979503151dbd9906f24be1cd4eb3209ac3d8790d87c138789d4e64da701d9 | self.assertEqual|test_init|import unittest import numpy as np from numpy.testing import assert_array_almost_equal from scipy.sparse import csr_matrix from small_text.query_strategies.multi_label import ( CategoryVectorInconsistencyAndRanking, _label_cardinality_inconsistency, LabelCardinalityInconsistency, _uncertainty... | null | null | null |
webis-de/small-text | train | 160 | 1e64db1efcef593c3b45312235e960ae857dea4d | train | tests/unit/small_text/query_strategies/test_multi_label.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_multi_label.py | 209 | 8 | self.assertEqual | test_init_with_non_default_arguments | import unittest
import numpy as np
from numpy.testing import assert_array_almost_equal
from scipy.sparse import csr_matrix
from small_text.query_strategies.multi_label import (
CategoryVectorInconsistencyAndRanking,
_label_cardinality_inconsistency,
LabelCardinalityInconsistency,
_uncertainty_weighted... | query_strategy.epsilon) | added | afe2c6272e14c109ca997ec80aabb71c61441f1c19306e025d288de9e0de0d5f | self.assertEqual|test_init_with_non_default_arguments|import unittest import numpy as np from numpy.testing import assert_array_almost_equal from scipy.sparse import csr_matrix from small_text.query_strategies.multi_label import ( CategoryVectorInconsistencyAndRanking, _label_cardinality_inconsistency, LabelCardinality... | null | null | null |
webis-de/small-text | train | 161 | 86bc0c4635e0c0440f23069d825330b51115c24b | train | tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | 36 | 8 | self.assertEqual | test_from_arrays_with_ndarray | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels, _train_tokenizer
try:
from tokenizers import Tokenizer, models, normalizers, pre_tokenizers
from small_text.integratio... | len(dataset)) | added | f4ffbc228015afd9e707c9b3e5de8f87ce0c7fcd4b8fcf31efea04259d192639 | self.assertEqual|test_from_arrays_with_ndarray|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels, _train_tokenizer try: from tokenizers import Tokenizer, models, normalizers, pre_to... | null | null | null |
webis-de/small-text | train | 161 | 86bc0c4635e0c0440f23069d825330b51115c24b | train | tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | 49 | 8 | self.assertEqual | test_from_arrays_with_lists | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels, _train_tokenizer
try:
from tokenizers import Tokenizer, models, normalizers, pre_tokenizers
from small_text.integratio... | len(dataset)) | added | 115021a3522ed85b697d730da50b3664fd3780a5e3a0a10e6e2c412755d68007 | self.assertEqual|test_from_arrays_with_lists|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels, _train_tokenizer try: from tokenizers import Tokenizer, models, normalizers, pre_toke... | null | null | null |
webis-de/small-text | train | 161 | 86bc0c4635e0c0440f23069d825330b51115c24b | train | tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | 50 | 8 | self.assertTrue | test_from_arrays_with_lists | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels, _train_tokenizer
try:
from tokenizers import Tokenizer, models, normalizers, pre_tokenizers
from small_text.integratio... | dataset.is_multi_label) | added | 07184edce67f69a9b77aac89515a8bc2801fb1600c8b714dbdc9230c4af45f96 | self.assertTrue|test_from_arrays_with_lists|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels, _train_tokenizer try: from tokenizers import Tokenizer, models, normalizers, pre_token... | null | null | null |
webis-de/small-text | train | 161 | 86bc0c4635e0c0440f23069d825330b51115c24b | train | tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_dataset_construction.py | 60 | 8 | self.assertTrue | test_from_arrays_with_ndarray | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_labeling, random_labels, _train_tokenizer
try:
from tokenizers import Tokenizer, models, normalizers, pre_tokenizers
from small_text.integratio... | dataset.is_multi_label) | added | 47f815a318a504e00ef587ffb25934e6ee093d3bc35d192b3c864a22eaddd4d9 | self.assertTrue|test_from_arrays_with_ndarray|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_labeling, random_labels, _train_tokenizer try: from tokenizers import Tokenizer, models, normalizers, pre_tok... | null | null | null |
webis-de/small-text | train | 161 | 86bc0c4635e0c0440f23069d825330b51115c24b | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 355 | 8 | assert_* | test_get_x | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | dataset_view.x) | added | c3d0f95447f3fba795781b91602e7365cbd8a8167441ec5d5014cfdfe5eb9079 | assert_*|test_get_x|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exceptions import Unsupporte... | null | null | null |
webis-de/small-text | train | 161 | 86bc0c4635e0c0440f23069d825330b51115c24b | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 375 | 13 | self.assertRaises | test_set_y | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | UnsupportedOperationException) | added | cb5693ee5384cdca5626a8406c083a8f007bfc244e309c1bb7b27cdde1ad9b62 | self.assertRaises|test_set_y|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exceptions import U... | null | null | null |
webis-de/small-text | train | 161 | 86bc0c4635e0c0440f23069d825330b51115c24b | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 383 | 12 | self.assertFalse | test_is_multi_label | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | dataset.is_multi_label) | added | 509171a87fe1d8c7d64928b2a998040b5ffd59940041cb22028cda74216889d6 | self.assertFalse|test_is_multi_label|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exceptions ... | null | null | null |
webis-de/small-text | train | 161 | 86bc0c4635e0c0440f23069d825330b51115c24b | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 660 | 8 | assert_* | _clone_test | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.base import LABEL_UNLABELED
from small_text.data.exceptions import UnsupportedOperationExcept... | ds_cloned.x) | added | 3ffc11bfb59bcd3a5aa6da627f964d4c55cc32d3fc81b2456a77965a101a2f40 | assert_*|_clone_test|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.base import LABEL_UNLABELED from small_text.data.exceptions import Unsupport... | null | null | null |
webis-de/small-text | train | 162 | ee3a6975771b0b12763fc8babc8cadb182f97faf | 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 | 117 | 8 | self.assertEqual | test_embed_with_layer_index | import unittest
import pytest
import warnings
import numpy as np
from packaging.version import parse, Version
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 Pytorch... | len(embedding_one.shape)) | modified | 2a6c0937a95ccfdbd66451366776bf1e04b23f76618cb1ec2845b484c8027a86 | self.assertEqual|test_embed_with_layer_index|import unittest import pytest import warnings import numpy as np from packaging.version import parse, Version from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integ... | len(embedding_one.shape)) | 117 | 8 |
webis-de/small-text | train | 162 | ee3a6975771b0b12763fc8babc8cadb182f97faf | 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 | 405 | 20 | self.assertTrue | test_fit_with_early_stopping_with_validations_per_epoch | import unittest
import pytest
import warnings
import numpy as np
from packaging.version import parse, Version
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 Pytorch... | 'train_loss' in check_early_stop_spy.call_args_list[i].args[1]) | modified | b30250718a22f863c0c5cd4899b5e63b34b73504c7320ef33dc5f4bdc9f458e7 | self.assertTrue|test_fit_with_early_stopping_with_validations_per_epoch|import unittest import pytest import warnings import numpy as np from packaging.version import parse, Version from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import iss... | 'train_loss' in check_early_stop_spy.call_args_list[i].args[1]) | 405 | 20 |
webis-de/small-text | train | 162 | ee3a6975771b0b12763fc8babc8cadb182f97faf | train | tests/integration/small_text/integrations/transformers/query_strategies/test_dal.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/query_strategies/test_dal.py | 41 | 8 | self.assertEqual | test_query_with_transformer_models | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import DiscriminativeActiveLearning
try:
from small_text.integrations.transformers import TransformerModelArguments
from small_text.integrations.transf... | indices.shape[0]) | modified | 2d7ed5ec8c97fc6ebe1d05d91cd75fa1cfd45fcaeaa86acaf4fe034470b37667 | self.assertEqual|test_query_with_transformer_models|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies import DiscriminativeActiveLearning try: from small_text.integrations.transformers import TransformerModelArgu... | indices.shape[0]) | 41 | 8 |
webis-de/small-text | train | 162 | ee3a6975771b0b12763fc8babc8cadb182f97faf | train | tests/integration/small_text/integrations/transformers/query_strategies/test_dal.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/query_strategies/test_dal.py | 42 | 8 | self.assertEqual | test_query_with_transformer_models | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import DiscriminativeActiveLearning
try:
from small_text.integrations.transformers import TransformerModelArguments
from small_text.integrations.transf... | np.unique(indices).shape[0]) | modified | 997c768b1b543cd2cefdd2bf0a84d0ab0de4b326a5243708ac82f039ddb90989 | self.assertEqual|test_query_with_transformer_models|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies import DiscriminativeActiveLearning try: from small_text.integrations.transformers import TransformerModelArgu... | np.unique(indices).shape[0]) | 42 | 8 |
webis-de/small-text | train | 162 | ee3a6975771b0b12763fc8babc8cadb182f97faf | train | tests/integration/small_text/integrations/transformers/test_serialization.py | test | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_serialization.py | 60 | 12 | self.assertEqual | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from small_te... | len(weights_after)) | modified | 30f5789ea54c127be53575a9c303feae7381113c004b8e64cc063dc084dcc3c5 | self.assertEqual|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strate... | len(weights_after)) | 61 | 12 |
webis-de/small-text | train | 162 | ee3a6975771b0b12763fc8babc8cadb182f97faf | train | tests/integration/small_text/integrations/transformers/test_serialization.py | test | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_serialization.py | 62 | 16 | assert_* | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from small_te... | weights_after[i].cpu().detach().numpy()) | modified | 0cb8b2d922f371e91ae0a30d003a62942b2d538335f9dec62301d21fc0411705 | assert_*|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies imp... | weights_after[i].cpu().detach().numpy()) | 63 | 16 |
webis-de/small-text | train | 162 | ee3a6975771b0b12763fc8babc8cadb182f97faf | train | tests/unit/small_text/integrations/transformers/classifiers/test_base.py | val | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_base.py | 15 | 8 | self.assertEqual | test_get_default_model_loading_strategy | import unittest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers import ModelLoadingStrategy, get_default_model_loading_strategy
except (ModuleNotFoundError, PytorchNotFoundError):
pass
class BaseTest(u... | get_default_model_loading_strategy()) | modified | acada2623bb38881d7c0e2fd92021a1ad8ed22eecaca81c8c37c2f453deb0adb | self.assertEqual|test_get_default_model_loading_strategy|import unittest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers import ModelLoadingStrategy, get_default_model_loading_strategy except (ModuleNotFoundError,... | get_default_model_loading_strategy()) | 18 | 8 |
webis-de/small-text | train | 162 | ee3a6975771b0b12763fc8babc8cadb182f97faf | train | tests/unit/small_text/integrations/transformers/classifiers/test_base.py | val | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_base.py | 20 | 12 | self.assertEqual | test_get_default_model_loading_strategy_with_offline_true | import unittest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers import ModelLoadingStrategy, get_default_model_loading_strategy
except (ModuleNotFoundError, PytorchNotFoundError):
pass
class BaseTest(u... | get_default_model_loading_strategy()) | modified | 50f28acea7cfbf4f52692acd1b60632692c668617f534bf17390cf4d82f1aa00 | self.assertEqual|test_get_default_model_loading_strategy_with_offline_true|import unittest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers import ModelLoadingStrategy, get_default_model_loading_strategy except (Mo... | get_default_model_loading_strategy()) | 23 | 12 |
webis-de/small-text | train | 163 | 74dc52d5bcd521384261b6db8c6ba36ab2c529b8 | 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 | 382 | 12 | self.assertEqual | test_fit_with_early_stopping | import unittest
import pytest
import warnings
import numpy as np
from packaging.version import parse, Version
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 Pytorch... | check_early_stop_spy.call_count) | added | b561b6f4b85f2dd02672da32675b75d499bcdbd59950d1a99efa791a8dceb790 | self.assertEqual|test_fit_with_early_stopping|import unittest import pytest import warnings import numpy as np from packaging.version import parse, Version from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.inte... | null | null | null |
webis-de/small-text | train | 163 | 74dc52d5bcd521384261b6db8c6ba36ab2c529b8 | 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 | 411 | 12 | self.assertEqual | test_fit_with_early_stopping_with_validations_per_epoch | import unittest
import pytest
import warnings
import numpy as np
from packaging.version import parse, Version
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 Pytorch... | check_early_stop_spy.call_count) | added | 3dcc51b353863c3be19ed8b71fd9d908c18fbc13656f34ad2756d7cbf2f998e9 | self.assertEqual|test_fit_with_early_stopping_with_validations_per_epoch|import unittest import pytest import warnings import numpy as np from packaging.version import parse, Version from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import is... | null | null | null |
webis-de/small-text | train | 163 | 74dc52d5bcd521384261b6db8c6ba36ab2c529b8 | 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 | 457 | 12 | self.assertTrue | test_fit_with_early_stopping_disabled | import unittest
import pytest
import warnings
import numpy as np
from packaging.version import parse, Version
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 Pytorch... | isinstance(fit_main_spy.call_args_list[0].args[3], NoopEarlyStopping)) | added | 6fc55f6f09fd5939d7b314cac9df600d4dd0b36ed3ae31738b8777e78a3a8cf4 | self.assertTrue|test_fit_with_early_stopping_disabled|import unittest import pytest import warnings import numpy as np from packaging.version import parse, Version from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_t... | null | null | null |
webis-de/small-text | train | 163 | 74dc52d5bcd521384261b6db8c6ba36ab2c529b8 | 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 | 473 | 12 | self.assertEqual | test_fit_with_model_selection_default | import unittest
import pytest
import warnings
import numpy as np
from packaging.version import parse, Version
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 Pytorch... | fit_main_spy.call_count) | added | a613b14a901165c72bfefce9ac558cd245efd3ae6bd5af52839a580e365d076d | self.assertEqual|test_fit_with_model_selection_default|import unittest import pytest import warnings import numpy as np from packaging.version import parse, Version from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_... | null | null | null |
webis-de/small-text | train | 164 | 8a40df85745ed84efd16347a4cc48ffa8aca1309 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 174 | 8 | self.assertEqual | test_lightweight_coreset_str | import unittest
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
)
from tests.un... | str(strategy)) | modified | 1cf8e090495a484cc2b67caeb42dfc5827b4347592c2fb42f176998c1bc07a4c | self.assertEqual|test_lightweight_coreset_str|import unittest 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, Lightweigh... | str(strategy)) | 174 | 8 |
webis-de/small-text | train | 164 | 8a40df85745ed84efd16347a4cc48ffa8aca1309 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 178 | 8 | self.assertEqual | test_lightweight_coreset_query_default | import unittest
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
)
from tests.un... | len(indices)) | modified | 7b278024ef2a7b291ed260a0ab3b44af6ed56c8add07062801f2da5b488d8a5d | self.assertEqual|test_lightweight_coreset_query_default|import unittest 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, ... | len(indices)) | 178 | 8 |
webis-de/small-text | train | 164 | 8a40df85745ed84efd16347a4cc48ffa8aca1309 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 190 | 13 | self.assertRaises | test_lightweight_coreset_empty_pool | import unittest
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
)
from tests.un... | EmptyPoolException) | modified | ccff60c76e711d58161579c0bb8936e477489468aecf1929e445db226120cfb5 | self.assertRaises|test_lightweight_coreset_empty_pool|import unittest 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, Li... | EmptyPoolException) | 190 | 13 |
webis-de/small-text | train | 165 | 8fdc04b1e2a1eacd459cf770bf36ef602714f394 | 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 | 373 | 12 | self.assertEqual | test_fit_with_optimizer_and_scheduler | import os
import unittest
import pytest
import small_text
import numpy as np
from importlib import reload
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 EarlyStoppin... | call_args[6]) | modified | ec08449410720355a7121dffa4aaa0c091c05e3c1f1a59e264aac4753561fdbc | self.assertEqual|test_fit_with_optimizer_and_scheduler|import os import unittest import pytest import small_text import numpy as np from importlib import reload from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from sm... | call_args[6]) | 370 | 12 |
webis-de/small-text | train | 165 | 8fdc04b1e2a1eacd459cf770bf36ef602714f394 | 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 | 383 | 8 | self.assertEqual | test_predict_on_empty_data | import os
import unittest
import pytest
import small_text
import numpy as np
from importlib import reload
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 EarlyStoppin... | predictions.shape[0]) | modified | 8bc256d6e62d7e3b189c822868764f3f979c619ee7366af2ec1be0ff3c707bbb | self.assertEqual|test_predict_on_empty_data|import os import unittest import pytest import small_text import numpy as np from importlib import reload from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.tr... | predictions.shape[0]) | 380 | 8 |
webis-de/small-text | train | 165 | 8fdc04b1e2a1eacd459cf770bf36ef602714f394 | 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 | 394 | 8 | self.assertEqual | test_predict_proba_on_empty_data | import os
import unittest
import pytest
import small_text
import numpy as np
from importlib import reload
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 EarlyStoppin... | proba.shape[0]) | modified | e386f29a806fdcb2a5886eca85cd60dc281cbf6a043e4c4c9ddb3de7d027aea8 | self.assertEqual|test_predict_proba_on_empty_data|import os import unittest import pytest import small_text import numpy as np from importlib import reload from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_t... | proba.shape[0]) | 391 | 8 |
webis-de/small-text | train | 165 | 8fdc04b1e2a1eacd459cf770bf36ef602714f394 | 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 | 395 | 8 | self.assertTrue | test_predict_proba_on_empty_data | import os
import unittest
import pytest
import small_text
import numpy as np
from importlib import reload
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 EarlyStoppin... | np.issubdtype(proba.dtype, float)) | modified | b76a29a822de4cdabe71ff4e48e6931a3053af255596997fc45db108b005556f | self.assertTrue|test_predict_proba_on_empty_data|import os import unittest import pytest import small_text import numpy as np from importlib import reload from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_te... | np.issubdtype(proba.dtype, float)) | 392 | 8 |
webis-de/small-text | train | 166 | 198c8ea0f6e81364ce17e304f7d874f3d5be1d41 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | 34 | 13 | self.assertRaises | test_embed_model_not_trained | import unittest
import pytest
import numpy as np
from unittest import mock
from 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.kimcnn... | ValueError) | added | 89a2492a1535ad01bf470bef90c8abc9e358a773bdf18c4bad83f41a155e8ffa | self.assertRaises|test_embed_model_not_trained|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrat... | null | null | null |
webis-de/small-text | train | 166 | 198c8ea0f6e81364ce17e304f7d874f3d5be1d41 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | 58 | 12 | self.assertEqual | test_embed | import unittest
import pytest
import numpy as np
from unittest import mock
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from small_text.integrations.pytorch.classifiers.kimcnn... | embeddings.shape[0]) | added | 7aad128924e5e3e90ccc8a0560fe585de866e3a80701d2c7aca39ad764c96218 | self.assertEqual|test_embed|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.classi... | null | null | null |
webis-de/small-text | train | 166 | 198c8ea0f6e81364ce17e304f7d874f3d5be1d41 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | 101 | 12 | self.assertEqual | test_embed_and_predict | import unittest
import pytest
import numpy as np
from unittest import mock
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from small_text.integrations.pytorch.classifiers.kimcnn... | predictions.shape[0]) | modified | 1a1a2c552651901ea8a90bf639a730e543e7cae54decce8104e7b72d47dc31a0 | self.assertEqual|test_embed_and_predict|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.py... | embeddings.shape[1]) | 103 | 16 |
webis-de/small-text | train | 166 | 198c8ea0f6e81364ce17e304f7d874f3d5be1d41 | 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 | 249 | 12 | self.assertEqual | test_validate_with_validations_per_epoch_too_large | import unittest
import pytest
import warnings
import numpy as np
from packaging.version import parse, Version
from unittest import mock
from unittest.mock import patch, Mock
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_s... | eval_spy.call_count) | added | cf191cab27f3ce01526aa2d27ad3bd15a6fba27f074b0934c035b10bb004f736 | self.assertEqual|test_validate_with_validations_per_epoch_too_large|import unittest import pytest import warnings import numpy as np from packaging.version import parse, Version from unittest import mock from unittest.mock import patch, Mock from scipy.sparse import issparse from small_text.integrations.pytorch.excepti... | null | null | null |
webis-de/small-text | train | 166 | 198c8ea0f6e81364ce17e304f7d874f3d5be1d41 | 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 | 380 | 12 | self.assertEqual | test_fit_with_model_selection_disabled | import unittest
import pytest
import warnings
import numpy as np
from packaging.version import parse, Version
from unittest import mock
from unittest.mock import patch, Mock
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_s... | fit_main_spy.call_count) | added | 57a25fd8110c0e71d56976007972eaeb1200dcb7b478d9be7438e878de4fd1ef | self.assertEqual|test_fit_with_model_selection_disabled|import unittest import pytest import warnings import numpy as np from packaging.version import parse, Version from unittest import mock from unittest.mock import patch, Mock from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import P... | null | null | null |
webis-de/small-text | train | 166 | 198c8ea0f6e81364ce17e304f7d874f3d5be1d41 | train | tests/integration/small_text/integrations/transformers/classifiers/test_classification_embeddings.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification_embeddings.py | 42 | 13 | self.assertRaises | test_embed_model_not_fitted | import unittest
import pytest
from unittest import mock
from parameterized import parameterized_class
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import twenty_news_transformers
from tests.utils.testing import assert_array_not_equal
try:
import torch
... | ValueError) | added | b4d4a7b7df11ca34a8d11b34e868cb9b11d10fa7a98d6c2febe519b9e095ced4 | self.assertRaises|test_embed_model_not_fitted|import unittest import pytest from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert... | null | null | null |
webis-de/small-text | train | 166 | 198c8ea0f6e81364ce17e304f7d874f3d5be1d41 | train | tests/integration/small_text/integrations/transformers/classifiers/test_classification_embeddings.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification_embeddings.py | 68 | 8 | self.assertEqual | test_embed | import unittest
import pytest
from unittest import mock
from parameterized import parameterized_class
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import twenty_news_transformers
from tests.utils.testing import assert_array_not_equal
try:
import torch
... | embeddings.shape[0]) | added | 4d9f405cc55176a3e3ebff0647ba1bb88c89fb94d4fcd47a00fc396de265bc9a | self.assertEqual|test_embed|import unittest import pytest from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_equal t... | null | null | null |
webis-de/small-text | train | 166 | 198c8ea0f6e81364ce17e304f7d874f3d5be1d41 | train | tests/integration/small_text/integrations/transformers/classifiers/test_classification_embeddings.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/classifiers/test_classification_embeddings.py | 128 | 8 | self.assertEqual | test_embed_with_proba | import unittest
import pytest
from unittest import mock
from parameterized import parameterized_class
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import twenty_news_transformers
from tests.utils.testing import assert_array_not_equal
try:
import torch
... | embeddings.shape[1]) | added | a03dc807f55839534eaeae8a7f3d4af40818f854692099eb91054b94ae1a8066 | self.assertEqual|test_embed_with_proba|import unittest import pytest from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_... | null | null | null |
webis-de/small-text | train | 167 | dbd161e7e70af8f8d099a14b8c7f98a7eb4e2902 | train | tests/integration/small_text/integrations/pytorch/query_strategies/test_query_strategies.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/query_strategies/test_query_strategies.py | 88 | 13 | self.assertRaisesRegex | test_query_with_layer_name_that_is_no_embedding_layer | import unittest
import pytest
import numpy as np
from unittest import mock
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.integration.small_text.query_strategies.test_query_strategies import (
QueryStrategiesExhaustiveIntegrationTest
)
try:
import torch
from smal... | ValueError, r'Given parameter \(layer_name=fc\) is not') | modified | cd28aa9f9ecfba57b777d93d695b33e925ab0803a6d844a4a034ca9f67fb5f27 | self.assertRaisesRegex|test_query_with_layer_name_that_is_no_embedding_layer|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.integration.small_text.query_strategies.test_query_strategies import ( QueryStrat... | ValueError, r'Given parameter \(layer_name=fc\) is not') | 91 | 13 |
webis-de/small-text | train | 167 | dbd161e7e70af8f8d099a14b8c7f98a7eb4e2902 | train | tests/integration/small_text/integrations/pytorch/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py | 51 | 12 | self.assertIsNotNone | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from tests.ut... | active_learner) | modified | e16c10dfb6de6e0e0e6cf3487862bb8ec0659e23ea1b9d2424217b5e633a18c3 | self.assertIsNotNone|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_st... | active_learner) | 53 | 12 |
webis-de/small-text | train | 167 | dbd161e7e70af8f8d099a14b8c7f98a7eb4e2902 | train | tests/integration/small_text/integrations/pytorch/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py | 52 | 12 | assert_* | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from tests.ut... | active_learner.indices_labeled) | modified | 7835d04ee351bb1c617a33cb230a1710e8d846584696a58a18c503c7bb931c6a | assert_*|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies imp... | active_learner.indices_labeled) | 54 | 12 |
webis-de/small-text | train | 167 | dbd161e7e70af8f8d099a14b8c7f98a7eb4e2902 | train | tests/integration/small_text/integrations/pytorch/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py | 57 | 16 | assert_* | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from tests.ut... | weights_after[i].cpu().detach().numpy()) | modified | b78745bb555b997dcaf160c37bb4b40d940a60bd3727d266687a314e6e956cbe | assert_*|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies imp... | weights_after[i].cpu().detach().numpy()) | 59 | 16 |
webis-de/small-text | train | 167 | dbd161e7e70af8f8d099a14b8c7f98a7eb4e2902 | train | tests/integration/small_text/integrations/pytorch/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py | 59 | 12 | self.assertIsNotNone | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from tests.ut... | active_learner.classifier) | modified | 6fc386ef4c2c44d7f14f8e843ef7029409ca0d18b922a37b546302ec33fbcd90 | self.assertIsNotNone|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_st... | active_learner.classifier) | 61 | 12 |
webis-de/small-text | train | 167 | dbd161e7e70af8f8d099a14b8c7f98a7eb4e2902 | 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 | c29be46f9633d4d579ba4d9c298f416e6b1785948b98461d200353915129dbcc | 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)) | 27 | 8 |
webis-de/small-text | train | 167 | dbd161e7e70af8f8d099a14b8c7f98a7eb4e2902 | 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 | 28 | 8 | self.assertEqual | test_factory_new | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from small_text.integrations.pytorch.classifiers.factories import (
KimCNN... | clf.num_classes) | modified | 0f2a8ee9aabe752c50ac048dae84b3c1213e61ad71eea33c2b31edf3957ae390 | self.assertEqual|test_factory_new|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.classifiers.factories impo... | clf.num_classes) | 28 | 8 |
webis-de/small-text | train | 168 | d1792ec715c45e35ac73922b548103bc783a055f | train | tests/unit/small_text/utils/test_clustering.py | train | webis-de/small-text:tests/unit/small_text/utils/test_clustering.py | 26 | 8 | self.assertEqual | test_init_kmeans_plusplus_safe | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.utils.clustering import init_kmeans_plusplus_safe
class ClusteringUtilsTest(unittest.TestCase):
@patch('small_text.utils.clustering.warnings.warn')
@patch('small_text.utils.clustering.choice')
@patch('small... | indices.shape[0]) | added | 08610ca9dd5a2f3a49d9de99c6aa1ddd7a98f4287cdfe11003a1549a6a3f7c3c | self.assertEqual|test_init_kmeans_plusplus_safe|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.utils.clustering import init_kmeans_plusplus_safe class ClusteringUtilsTest(unittest.TestCase): @patch('small_text.utils.clustering.warnings.warn') @patch('small_text.utils.cl... | null | null | null |
webis-de/small-text | train | 168 | d1792ec715c45e35ac73922b548103bc783a055f | train | tests/unit/small_text/utils/test_clustering.py | train | webis-de/small-text:tests/unit/small_text/utils/test_clustering.py | 33 | 17 | self.assertRaisesRegex | test_init_kmeans_plusplus_safe_weights | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.utils.clustering import init_kmeans_plusplus_safe
class ClusteringUtilsTest(unittest.TestCase):
@patch('small_text.utils.clustering.warnings.warn')
@patch('small_text.utils.clustering.choice')
@patch('small... | ValueError, r'scikit-learn>=1.3.0 is required') | added | 7b6c8b4c514c82e0a561e86fa0abf56464ecbbb1996192f0d34b0358dc428169 | self.assertRaisesRegex|test_init_kmeans_plusplus_safe_weights|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.utils.clustering import init_kmeans_plusplus_safe class ClusteringUtilsTest(unittest.TestCase): @patch('small_text.utils.clustering.warnings.warn') @patch('small... | null | null | null |
webis-de/small-text | train | 168 | d1792ec715c45e35ac73922b548103bc783a055f | train | tests/unit/small_text/utils/test_clustering.py | train | webis-de/small-text:tests/unit/small_text/utils/test_clustering.py | 51 | 8 | self.assertEqual | test_init_kmeans_plusplus_safe_duplicate_indices | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.utils.clustering import init_kmeans_plusplus_safe
class ClusteringUtilsTest(unittest.TestCase):
@patch('small_text.utils.clustering.warnings.warn')
@patch('small_text.utils.clustering.choice')
@patch('small... | indices.shape[0]) | added | 7c393c500ebc5c713a5d58aac00702c35d9a0e56ea2d9c4b4b70fe609f1cbf9e | self.assertEqual|test_init_kmeans_plusplus_safe_duplicate_indices|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.utils.clustering import init_kmeans_plusplus_safe class ClusteringUtilsTest(unittest.TestCase): @patch('small_text.utils.clustering.warnings.warn') @patch('s... | null | null | null |
webis-de/small-text | train | 168 | d1792ec715c45e35ac73922b548103bc783a055f | train | tests/unit/small_text/utils/test_clustering.py | train | webis-de/small-text:tests/unit/small_text/utils/test_clustering.py | 67 | 8 | self.assertEqual | test_init_kmeans_plusplus_safe_duplicate_indices_warning_suppressed | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.utils.clustering import init_kmeans_plusplus_safe
class ClusteringUtilsTest(unittest.TestCase):
@patch('small_text.utils.clustering.warnings.warn')
@patch('small_text.utils.clustering.choice')
@patch('small... | centers.shape) | added | f7c5d53944cf3978a6d199ce5aba54a05289f49e1f164852984a5e3d20097a7b | self.assertEqual|test_init_kmeans_plusplus_safe_duplicate_indices_warning_suppressed|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.utils.clustering import init_kmeans_plusplus_safe class ClusteringUtilsTest(unittest.TestCase): @patch('small_text.utils.clustering.warnin... | null | null | null |
webis-de/small-text | train | 169 | f87dbfd3a61c9d7aa9b769c8510366baaae06638 | train | tests/integration/small_text/query_strategies/test_base.py | val | webis-de/small-text:tests/integration/small_text/query_strategies/test_base.py | 19 | 12 | assert_* | test_argselect_maximum | import unittest
import numpy as np
from numpy.testing import assert_array_almost_equal
from small_text.query_strategies.base import argselect
# Paranoid integration testing to verify that argselect is correct
class ArgselectIntegrationTest(unittest.TestCase):
def test_argselect_maximum(self, n=5):
for... | np.sort(arr[indices])) | added | a881bdaa90844e2a82496d59315e6459c9a9f69174de3504e30a9b88dd2f4360 | assert_*|test_argselect_maximum|import unittest import numpy as np from numpy.testing import assert_array_almost_equal from small_text.query_strategies.base import argselect # Paranoid integration testing to verify that argselect is correct class ArgselectIntegrationTest(unittest.TestCase): def test_argselect_maximum(s... | null | null | null |
webis-de/small-text | train | 169 | f87dbfd3a61c9d7aa9b769c8510366baaae06638 | train | tests/integration/small_text/query_strategies/test_base.py | val | webis-de/small-text:tests/integration/small_text/query_strategies/test_base.py | 28 | 12 | assert_* | test_argselect_no_tiebreak_maximum | import unittest
import numpy as np
from numpy.testing import assert_array_almost_equal
from small_text.query_strategies.base import argselect
# Paranoid integration testing to verify that argselect is correct
class ArgselectIntegrationTest(unittest.TestCase):
def test_argselect_maximum(self, n=5):
for... | np.sort(arr[indices])) | added | 4e9e216091937b2feb985a1e5cb27a88a30812313d223c7451c40d55058698e6 | assert_*|test_argselect_no_tiebreak_maximum|import unittest import numpy as np from numpy.testing import assert_array_almost_equal from small_text.query_strategies.base import argselect # Paranoid integration testing to verify that argselect is correct class ArgselectIntegrationTest(unittest.TestCase): def test_argsele... | null | null | null |
webis-de/small-text | train | 169 | f87dbfd3a61c9d7aa9b769c8510366baaae06638 | train | tests/integration/small_text/query_strategies/test_base.py | val | webis-de/small-text:tests/integration/small_text/query_strategies/test_base.py | 38 | 12 | assert_* | test_argselect_minimum | import unittest
import numpy as np
from numpy.testing import assert_array_almost_equal
from small_text.query_strategies.base import argselect
# Paranoid integration testing to verify that argselect is correct
class ArgselectIntegrationTest(unittest.TestCase):
def test_argselect_maximum(self, n=5):
for... | np.sort(arr[indices])) | added | f7ab0ea93bd13bb3cf031dd9ce08403043da0218c28ec228af8a5e309e92c4f0 | assert_*|test_argselect_minimum|import unittest import numpy as np from numpy.testing import assert_array_almost_equal from small_text.query_strategies.base import argselect # Paranoid integration testing to verify that argselect is correct class ArgselectIntegrationTest(unittest.TestCase): def test_argselect_maximum(s... | null | null | null |
webis-de/small-text | train | 169 | f87dbfd3a61c9d7aa9b769c8510366baaae06638 | train | tests/integration/small_text/query_strategies/test_base.py | val | webis-de/small-text:tests/integration/small_text/query_strategies/test_base.py | 47 | 12 | assert_* | test_argselect_no_tiebreak_minium | import unittest
import numpy as np
from numpy.testing import assert_array_almost_equal
from small_text.query_strategies.base import argselect
# Paranoid integration testing to verify that argselect is correct
class ArgselectIntegrationTest(unittest.TestCase):
def test_argselect_maximum(self, n=5):
for... | np.sort(arr[indices])) | added | 9ebcbccabc44c90c510b9bfe84217867e4056695ec9edd9c98c8ccfab79bc262 | assert_*|test_argselect_no_tiebreak_minium|import unittest import numpy as np from numpy.testing import assert_array_almost_equal from small_text.query_strategies.base import argselect # Paranoid integration testing to verify that argselect is correct class ArgselectIntegrationTest(unittest.TestCase): def test_argselec... | null | null | null |
webis-de/small-text | train | 169 | f87dbfd3a61c9d7aa9b769c8510366baaae06638 | train | tests/unit/small_text/query_strategies/test_base.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_base.py | 47 | 8 | self.assertEqual | test_from_str | import unittest
import scipy
import numpy as np
from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC
from small_text.query_strategies.base import ClassificationType, argselect, constraints
from small_text.query_strategies.strategies import RandomSampling
from numpy.testing... | ClassificationType.from_str('multi-label')) | modified | 378be626bc14188d9be1d0bb4c83f270814ab74212110d48da290b19fdb67ef0 | self.assertEqual|test_from_str|import unittest import scipy import numpy as np from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC from small_text.query_strategies.base import ClassificationType, argselect, constraints from small_text.query_strategies.strategies import Rando... | ClassificationType.from_str('multi-label')) | 46 | 8 |
webis-de/small-text | train | 169 | f87dbfd3a61c9d7aa9b769c8510366baaae06638 | train | tests/unit/small_text/query_strategies/test_base.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_base.py | 157 | 8 | assert_* | test_argselect_with_ties_outside_window_minimum | import unittest
import scipy
import numpy as np
from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC
from small_text.query_strategies.base import ClassificationType, argselect, constraints
from small_text.query_strategies.strategies import RandomSampling
from numpy.testing... | np.sort(arr[indices])) | added | 91ab768f6a293f4f6e9c5ea358cd6dd591a9f0ef9dd1c92e5a75b349b604b4e9 | assert_*|test_argselect_with_ties_outside_window_minimum|import unittest import scipy import numpy as np from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC from small_text.query_strategies.base import ClassificationType, argselect, constraints from small_text.query_strategi... | null | null | null |
webis-de/small-text | train | 169 | f87dbfd3a61c9d7aa9b769c8510366baaae06638 | train | tests/unit/small_text/query_strategies/test_base.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_base.py | 165 | 8 | assert_* | test_argselect_with_ties_within_window_maximum | import unittest
import scipy
import numpy as np
from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC
from small_text.query_strategies.base import ClassificationType, argselect, constraints
from small_text.query_strategies.strategies import RandomSampling
from numpy.testing... | np.sort(arr[indices])) | added | 7684d0e7309a497b16157d553ea2687f0f7d3b40a94711aed7cb6808cc69bd0c | assert_*|test_argselect_with_ties_within_window_maximum|import unittest import scipy import numpy as np from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC from small_text.query_strategies.base import ClassificationType, argselect, constraints from small_text.query_strategie... | null | null | null |
webis-de/small-text | train | 169 | f87dbfd3a61c9d7aa9b769c8510366baaae06638 | train | tests/unit/small_text/query_strategies/test_base.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_base.py | 174 | 8 | assert_* | test_argselect_with_ties_outside_window_maximum | import unittest
import scipy
import numpy as np
from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC
from small_text.query_strategies.base import ClassificationType, argselect, constraints
from small_text.query_strategies.strategies import RandomSampling
from numpy.testing... | np.sort(arr[indices])) | added | 0237b6827dbe9154bcd7fbc1586052caad184ca8b07223cd194868881aac8c9e | assert_*|test_argselect_with_ties_outside_window_maximum|import unittest import scipy import numpy as np from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC from small_text.query_strategies.base import ClassificationType, argselect, constraints from small_text.query_strategi... | null | null | null |
webis-de/small-text | train | 170 | 8fd0fbb7b980a178979b445c9c8514c0c0286e34 | 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 | 304 | 20 | self.assertTrue | test_fit_with_early_stopping_with_validations_per_epoch | import unittest
import pytest
import warnings
import numpy as np
from packaging.version import parse, Version
from unittest import mock
from unittest.mock import patch, Mock
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_s... | 'train_loss' in check_early_stop_spy.call_args_list[i].args[1]) | modified | 5132397599eed81c5cf637a28d84557051cd1b710ab209670080daad45d6de2d | self.assertTrue|test_fit_with_early_stopping_with_validations_per_epoch|import unittest import pytest import warnings import numpy as np from packaging.version import parse, Version from unittest import mock from unittest.mock import patch, Mock from scipy.sparse import issparse from small_text.integrations.pytorch.exc... | 'train_loss' in check_early_stop_spy.call_args_list[i].args[1]) | 305 | 20 |
webis-de/small-text | train | 170 | 8fd0fbb7b980a178979b445c9c8514c0c0286e34 | 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 | 324 | 12 | self.assertEqual | test_fit_with_early_stopping_default | import unittest
import pytest
import warnings
import numpy as np
from packaging.version import parse, Version
from unittest import mock
from unittest.mock import patch, Mock
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.training.early_s... | early_stopping_arg.patience) | modified | 8b50cb48a6d73854ba592cc7baa5aa95964d9dbc25180043525fb7e770f33dd0 | self.assertEqual|test_fit_with_early_stopping_default|import unittest import pytest import warnings import numpy as np from packaging.version import parse, Version from unittest import mock from unittest.mock import patch, Mock from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import Pyt... | early_stopping_arg.patience) | 325 | 12 |
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