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 | 44 | 3d593243cabe94aa1be7b9e4664908f307f42e37 | train | tests/unit/small_text/stopping_criteria/test_kappa.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_kappa.py | 68 | 13 | self.assertRaises | test_stop_with_prediction_size_changing | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.stopping_criteria.kappa import KappaAverage
class KappaAverageTest(unittest.TestCase):
def test_init(self):
stopping_criterion = KappaAverage(2)
self.assertEqual([], stopping_criterion.kappa_history... | ValueError) | added | 023df44c904acb654ae0fe78a1366305210afccc4dc1e2be032e07008d773713 | self.assertRaises|test_stop_with_prediction_size_changing|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) self.assertEqual([], ... | null | null | null |
webis-de/small-text | train | 45 | ac61a9b662ed9946d30fe284bb0aead29893b13d | train | tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | 62 | 8 | self.assertEqual | test_initialize_optimizer_and_scheduler_default | import unittest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.optim import Adadelta, AdamW
from torch.optim.lr_scheduler import ExponentialLR
from small_text.integrations.pytorch.classifiers.base import PytorchClassifier
from small_text.integrations.pytor... | classifier._default_optimizer(optimizer_params, base_lr).__class__) | added | bbffc983c213b628c2062e16350ce4fd5f0f3f812e57e6a5cb9712ac79489446 | self.assertEqual|test_initialize_optimizer_and_scheduler_default|import unittest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from small_text.integrations.pytorch.classifiers.base import Pytorc... | null | null | null |
webis-de/small-text | train | 45 | ac61a9b662ed9946d30fe284bb0aead29893b13d | train | tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | 91 | 8 | self.assertEqual | test_initialize_optimizer_and_scheduler_custom | import unittest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.optim import Adadelta, AdamW
from torch.optim.lr_scheduler import ExponentialLR
from small_text.integrations.pytorch.classifiers.base import PytorchClassifier
from small_text.integrations.pytor... | optimizer_arg) | added | a6f06079e8860613b39ee89a708bf29316aa3b0417243c066c574afdafb11cf3 | self.assertEqual|test_initialize_optimizer_and_scheduler_custom|import unittest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from small_text.integrations.pytorch.classifiers.base import Pytorch... | null | null | null |
webis-de/small-text | train | 45 | ac61a9b662ed9946d30fe284bb0aead29893b13d | 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 | 51 | 13 | self.assertRaises | test_embed_model_not_fitted | import unittest
import pytest
import warnings
import numpy as np
from unittest import mock
from unittest.mock import patch
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import twen... | ValueError) | added | 58d9c37a559d0f99418f99fff338ddb828c00392b56074f3741abaa8fa97b2f3 | self.assertRaises|test_embed_model_not_fitted|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundE... | null | null | null |
webis-de/small-text | train | 45 | ac61a9b662ed9946d30fe284bb0aead29893b13d | 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 | 111 | 8 | self.assertEqual | test_embed_with_layer_index | import unittest
import pytest
import warnings
import numpy as np
from unittest import mock
from unittest.mock import patch
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import twen... | len(embedding_two.shape)) | modified | 14cfcef16954ce840432a32c48c95fa856dc2ec53becdaf7ccea46959403b913 | self.assertEqual|test_embed_with_layer_index|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundEr... | len(embedding_two.shape)) | 112 | 8 |
webis-de/small-text | train | 45 | ac61a9b662ed9946d30fe284bb0aead29893b13d | train | tests/unit/small_text/initialization/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/initialization/test_strategies.py | 63 | 8 | self.assertEqual | test_random_initialization_stratified_multilabel | import unittest
import numpy as np
from unittest.mock import patch
from scipy.sparse import csr_matrix
from small_text.data import balanced_sampling, stratified_sampling
from small_text.initialization import random_initialization, \
random_initialization_stratified, random_initialization_balanced
from tests.util... | indices.shape[0]) | modified | f2dd61fd451a34f018f74555c13712f6c69efa14bb16a86ca94082caa8eea6bf | self.assertEqual|test_random_initialization_stratified_multilabel|import unittest import numpy as np from unittest.mock import patch from scipy.sparse import csr_matrix from small_text.data import balanced_sampling, stratified_sampling from small_text.initialization import random_initialization, \ random_initialization... | indices.shape[0]) | 61 | 8 |
webis-de/small-text | train | 45 | ac61a9b662ed9946d30fe284bb0aead29893b13d | train | tests/unit/small_text/initialization/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/initialization/test_strategies.py | 103 | 13 | self.assertRaises | test_random_initialization_balanced_multilabel | import unittest
import numpy as np
from unittest.mock import patch
from scipy.sparse import csr_matrix
from small_text.data import balanced_sampling, stratified_sampling
from small_text.initialization import random_initialization, \
random_initialization_stratified, random_initialization_balanced
from tests.util... | NotImplementedError) | modified | dc9314f08e86f23de771923aad0454e1263506d3e763d0950eb3951edb5a9650 | self.assertRaises|test_random_initialization_balanced_multilabel|import unittest import numpy as np from unittest.mock import patch from scipy.sparse import csr_matrix from small_text.data import balanced_sampling, stratified_sampling from small_text.initialization import random_initialization, \ random_initialization_... | NotImplementedError) | 101 | 13 |
webis-de/small-text | train | 45 | ac61a9b662ed9946d30fe284bb0aead29893b13d | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 598 | 12 | self.assertEqual | _test_ignore_sample_with_label_change | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.y.shape[0]) | modified | 7fb1035583d891aab99a0062ef2351a74e2872fb5e04314451cce6dd94780ab9 | self.assertEqual|_test_ignore_sample_with_label_change|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLear... | active_learner.y.shape[0]) | 601 | 8 |
webis-de/small-text | train | 45 | ac61a9b662ed9946d30fe284bb0aead29893b13d | train | tests/unit/small_text/utils/test_logging.py | train | webis-de/small-text:tests/unit/small_text/utils/test_logging.py | 267 | 12 | self.assertTrue | test_get_logger | import logging
import unittest
from logging import Logger, INFO, DEBUG
from unittest.mock import patch
from small_text import VerbosityLogger, verbosity_logger, VERBOSITY_QUIET, VERBOSITY_ALL
class VerbosityLoggerTest(unittest.TestCase):
@patch('small_text.utils.logging.Logger.debug')
def test_debug(self, ... | isinstance(second_logger, VerbosityLogger)) | modified | 2d48602074bd1cc6b063c0f27e853efa6fb25b8da986cb3ce905549aad98450a | self.assertTrue|test_get_logger|import logging import unittest from logging import Logger, INFO, DEBUG from unittest.mock import patch from small_text import VerbosityLogger, verbosity_logger, VERBOSITY_QUIET, VERBOSITY_ALL class VerbosityLoggerTest(unittest.TestCase): @patch('small_text.utils.logging.Logger.debug') de... | isinstance(second_logger, VerbosityLogger)) | 268 | 12 |
webis-de/small-text | train | 46 | a1bb0f87beeed9c4e0cb53b9c4f7a7cefb24f993 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py | 168 | 13 | self.assertRaisesRegex | test_fit_where_y_valid_contains_unlabeled | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from torch.nn.modules import BCEWithLogitsLoss
from small_text.integrations.pytorch.c... | ValueError, 'Validation set labels must be labeled') | added | 4f5671635b107b62727a528b315864d4b04b6c4f7ccc49361d1b474dfda627fb | self.assertRaisesRegex|test_fit_where_y_valid_contains_unlabeled|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWith... | null | null | null |
webis-de/small-text | train | 46 | a1bb0f87beeed9c4e0cb53b9c4f7a7cefb24f993 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_kimcnn.py | 205 | 8 | self.assertTrue | test_predict_proba_on_empty_data | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from torch.nn.modules import BCEWithLogitsLoss
from small_text.integrations.pytorch.c... | np.issubdtype(proba.dtype, np.float)) | modified | c13d0f648474fa5c9fe88526bbaf3d165a2e3acf88cef03188f3c2584f9f2f10 | self.assertTrue|test_predict_proba_on_empty_data|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from torch.nn.modules import BCEWithLogitsLoss from ... | np.issubdtype(proba.dtype, np.float)) | 204 | 8 |
webis-de/small-text | train | 46 | a1bb0f87beeed9c4e0cb53b9c4f7a7cefb24f993 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 167 | 8 | self.assertEqual | test_indexing_slicing | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundE... | len(result)) | added | 57e361ce412290b6c1d62d2f01cc5a983c7b9d3577b93fba9933445eb8a7830b | self.assertEqual|test_indexing_slicing|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch... | null | null | null |
webis-de/small-text | train | 46 | a1bb0f87beeed9c4e0cb53b9c4f7a7cefb24f993 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 217 | 8 | self.assertEqual | test_init_with_slice_and_step | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundE... | len(view_on_view)) | added | e6312b05ef95ba16935f5ff08e9bb0f534db2c75b081f560635f797fd0edb0de | self.assertEqual|test_init_with_slice_and_step|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations... | null | null | null |
webis-de/small-text | train | 46 | a1bb0f87beeed9c4e0cb53b9c4f7a7cefb24f993 | 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 | 119 | 13 | self.assertRaisesRegex | test_fit_where_y_train_contains_unlabeled | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_MORE_VERBOSE
try:
from small_text.integrations.transformers.clas... | ValueError, 'Training set labels must be labeled') | added | fc2c2e92a8063b6d8c29faeb91a2cfa2f2b77dcff345fc1dbb4a95edbe468ed5 | self.assertRaisesRegex|test_fit_where_y_train_contains_unlabeled|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_MORE_VE... | null | null | null |
webis-de/small-text | train | 46 | a1bb0f87beeed9c4e0cb53b9c4f7a7cefb24f993 | 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 | 176 | 12 | self.assertTrue | test_fit_with_validation_set | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_MORE_VERBOSE
try:
from small_text.integrations.transformers.clas... | isinstance(call_args[1], TransformersDataset)) | modified | 9472090f8787adccc6f917289dc848b0cf90494c1158e3e5023ea1b7050dec1b | self.assertTrue|test_fit_with_validation_set|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_MORE_VERBOSE try: from smal... | isinstance(call_args[1], TransformersDataset)) | 175 | 12 |
webis-de/small-text | train | 46 | a1bb0f87beeed9c4e0cb53b9c4f7a7cefb24f993 | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 55 | 8 | self.assertEqual | test_get_features | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrations.pytorch.exceptions import PytorchNotFou... | len(ds.x)) | added | 3720f5df5ab9a2ec35352fceca09696d0f89724fab8dff327553b358e0d75e97 | self.assertEqual|test_get_features|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.integrations.pytorch.datasets import PytorchDatasetView from small_text.integrations.pytorch.... | null | null | null |
webis-de/small-text | train | 46 | a1bb0f87beeed9c4e0cb53b9c4f7a7cefb24f993 | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 130 | 8 | assert_* | test_get_data | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrations.pytorch.exceptions import PytorchNotFou... | len(ds.data)) | added | 34a8c4f42ff261dc9ac2cce20901375d425dfdd9cbb66e93d06ab74343dce84e | assert_*|test_get_data|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.integrations.pytorch.datasets import PytorchDatasetView from small_text.integrations.pytorch.exceptions i... | null | null | null |
webis-de/small-text | train | 47 | e8c05c22355c044a58c4d112b6ac2352092e6999 | train | tests/integration/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_datasets.py | 22 | 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([item[PytorchTextClassificationDataset.INDEX_TEXT].device == torch.device('cpu') for item in ds.data])) | added | 981e811eef4c44f14cdf9a9850c9f67495a8333df6a2fc1e13f0e18bcf2a156c | 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 | 47 | e8c05c22355c044a58c4d112b6ac2352092e6999 | train | tests/integration/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_datasets.py | 35 | 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([item[PytorchTextClassificationDataset.INDEX_TEXT].device == torch.device('cpu') for item in ds.data])) | added | ffc1dc2219150d6b936a86172d29c1203958ecf747d753257693697fb3d46b72 | 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... | null | null | null |
webis-de/small-text | train | 47 | e8c05c22355c044a58c4d112b6ac2352092e6999 | 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.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_new.target_labels.shape[0] == num_target_labels) | added | 7bf05d4c6af1fe7d7ea393230793944137bc7e1975ac20d81a7d48797189ac67 | 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 | 47 | e8c05c22355c044a58c4d112b6ac2352092e6999 | train | tests/integration/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_datasets.py | 71 | 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.target_labels.shape[0] > 0) | added | f7f31edef278846c60bf519dd8d8e2692e67c27499c3266f9f3e7a2e4f114d1e | 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 ... | null | null | null |
webis-de/small-text | train | 47 | e8c05c22355c044a58c4d112b6ac2352092e6999 | train | tests/integration/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_datasets.py | 22 | 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.transformers.datasets import TransformersDataset
from tests.utils.datasets import random_transformer_dataset
except (ImportError, Py... | np.all([item[TransformersDataset.INDEX_TEXT].device == torch.device('cpu') for item in ds.data])) | added | 754e58ccccbb0e0264173ee48496bc0b03c6cda0215dfc635c5cea1194100fa3 | 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.transformers.datasets import TransformersDataset from tests.utils.datasets import random_transformer_dataset except ... | null | null | null |
webis-de/small-text | train | 47 | e8c05c22355c044a58c4d112b6ac2352092e6999 | train | tests/integration/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_datasets.py | 35 | 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.transformers.datasets import TransformersDataset
from tests.utils.datasets import random_transformer_dataset
except (ImportError, Py... | np.all([item[TransformersDataset.INDEX_TEXT].device == torch.device('cpu') for item in ds.data])) | added | c7028f7f2ebf53ff2ae626e745dd079b305605afc4ba586bdf7d4a118f17f4a0 | 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.transformers.datasets import TransformersDataset from tests.utils.datasets import random_transformer_da... | null | null | null |
webis-de/small-text | train | 47 | e8c05c22355c044a58c4d112b6ac2352092e6999 | train | tests/integration/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_datasets.py | 48 | 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.transformers.datasets import TransformersDataset
from tests.utils.datasets import random_transformer_dataset
except (ImportError, Py... | np.all([item[TransformersDataset.INDEX_TEXT].device == torch.device('cpu') for item in ds.data])) | added | debf819dc184daa07d527c04c2038ac1dc5c73de61be292d304e9c46eabf3664 | 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.transformers.datasets import TransformersDataset from tests.utils.datasets import random_transformer_dataset ex... | null | null | null |
webis-de/small-text | train | 47 | e8c05c22355c044a58c4d112b6ac2352092e6999 | train | tests/integration/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_datasets.py | 75 | 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.transformers.datasets import TransformersDataset
from tests.utils.datasets import random_transformer_dataset
except (ImportError, Py... | ds_new.target_labels.shape[0] == num_target_labels) | added | 0a72472612ce0374a5f082a3efdb349f03ab678761b408af93242fd4cfd0843e | 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.transformers.datasets import TransformersDataset from tests.utils.datasets import r... | null | null | null |
webis-de/small-text | train | 48 | 3b0fc3a1c45b4b54f66edab2e3f33bb9575bb9be | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 103 | 8 | self.assertFalse | test_init | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.reuse_model) | modified | 869286659b79718d219e05dd72b7691478ed0eb570363591d25b62fc3fb22a1e | self.assertFalse|test_init|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, ActiveLearner, PoolBase... | active_learner.incremental_training) | 103 | 8 |
webis-de/small-text | train | 48 | 3b0fc3a1c45b4b54f66edab2e3f33bb9575bb9be | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 395 | 12 | assert_* | test_update_reuse_model | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.y) | added | 84e86f9fca01c819d206b52588e58e05709820d7839f87eb7cdcf7438184afb9 | assert_*|test_update_reuse_model|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, ActiveLearner, Po... | null | null | null |
webis-de/small-text | train | 48 | 3b0fc3a1c45b4b54f66edab2e3f33bb9575bb9be | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 435 | 13 | self.assertRaises | test_update_duplicate_indices_in_labeled_pool | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | ValueError) | modified | 773ee70ff618af3a313fca585ad3f3a1278ef3bd85233fd6cf4ba6a48d087b9c | self.assertRaises|test_update_duplicate_indices_in_labeled_pool|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedA... | ValueError) | 435 | 13 |
webis-de/small-text | train | 48 | 3b0fc3a1c45b4b54f66edab2e3f33bb9575bb9be | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 607 | 8 | assert_* | _test_ignore_sample_with_label_change | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.x_indices_ignored) | modified | 5fd87dc99dd194a5654f024f5088df2be9398e035f29ebcd0eebf1e4b99e83a0 | assert_*|_test_ignore_sample_with_label_change|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, Act... | active_learner.x_indices_ignored) | 607 | 8 |
webis-de/small-text | train | 49 | 84584638831dfeebe2d6b57611f1ae8d48250744 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 398 | 12 | assert_* | test_update_reuse_model | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.y) | modified | cbaa472842336152aebed88dd47dcb4dfede908ae048a5b35e9a201ad7729687 | assert_*|test_update_reuse_model|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, ActiveLearner, Po... | active_learner.y) | 397 | 12 |
webis-de/small-text | train | 49 | 84584638831dfeebe2d6b57611f1ae8d48250744 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 436 | 13 | self.assertRaises | test_update_duplicate_indices_in_labeled_pool | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | ValueError) | modified | 5806d06db3715712000619ab15da48b9a4cf794ac3ee47e2b4ef9a85c7842a92 | self.assertRaises|test_update_duplicate_indices_in_labeled_pool|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedA... | ValueError) | 435 | 13 |
webis-de/small-text | train | 49 | 84584638831dfeebe2d6b57611f1ae8d48250744 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 510 | 16 | assert_* | _test_remove_label_at | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.y[:11]) | modified | e99559ea93905faf5116d0e344fce1ed11021a1e97e91bd2bb567856d258b11f | assert_*|_test_remove_label_at|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, ActiveLearner, Pool... | active_learner.y[:11]) | 509 | 16 |
webis-de/small-text | train | 49 | 84584638831dfeebe2d6b57611f1ae8d48250744 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 599 | 12 | self.assertEqual | _test_ignore_sample_with_label_change | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.y.shape[0]) | modified | 2bd2cc44b925f5a7d245db731993b1f3184f0019ae97fa6efe94bb70416a2982 | self.assertEqual|_test_ignore_sample_with_label_change|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLear... | active_learner.y.shape[0]) | 598 | 12 |
webis-de/small-text | train | 50 | e2acbf0f392eaa890d0ca4742351ec526bd40115 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | 56 | 8 | self.assertIsNotNone | test_initialize_optimizer_and_scheduler_default | import unittest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.optim import Adadelta, AdamW
from torch.optim.lr_scheduler import ExponentialLR
from small_text.integrations.pytorch.classifiers.base import PytorchClassifier
from small_text.integrations.pytor... | optimizer) | modified | fcb62d855e18e918e5fb46ec8aa9e8b0361bbd126972657a7587b8d22cff400a | self.assertIsNotNone|test_initialize_optimizer_and_scheduler_default|import unittest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from small_text.integrations.pytorch.classifiers.base import Py... | optimizer) | 58 | 8 |
webis-de/small-text | train | 50 | e2acbf0f392eaa890d0ca4742351ec526bd40115 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | 86 | 8 | self.assertEqual | test_initialize_optimizer_and_scheduler_custom | import unittest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.optim import Adadelta, AdamW
from torch.optim.lr_scheduler import ExponentialLR
from small_text.integrations.pytorch.classifiers.base import PytorchClassifier
from small_text.integrations.pytor... | scheduler_arg) | added | aedc92c059ebcda836d1919f57533b59c727bd75d7d5dae80ab26986f6ea052f | self.assertEqual|test_initialize_optimizer_and_scheduler_custom|import unittest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from small_text.integrations.pytorch.classifiers.base import Pytorch... | null | null | null |
webis-de/small-text | train | 50 | e2acbf0f392eaa890d0ca4742351ec526bd40115 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn.py | val | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn.py | 67 | 12 | self.assertEqual | test_fit_and_predict | import unittest
import pytest
import numpy as np
from unittest import mock
from unittest.mock import Mock
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations... | np.int64) | added | 46dd7c8483698fff911812d0569d83d6470a1cbf2f060f4efbb969cd81f63152 | self.assertEqual|test_fit_and_predict|import unittest import pytest import numpy as np from unittest import mock from unittest.mock import Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch fr... | null | null | null |
webis-de/small-text | train | 50 | e2acbf0f392eaa890d0ca4742351ec526bd40115 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn.py | val | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn.py | 90 | 12 | self.assertTrue | test_fit_and_validate | import unittest
import pytest
import numpy as np
from unittest import mock
from unittest.mock import Mock
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations... | 0 <= acc <= 1) | added | 2e1122443981c0ae616f066188e219d759201c9e919e5835e35579ff01733d69 | self.assertTrue|test_fit_and_validate|import unittest import pytest import numpy as np from unittest import mock from unittest.mock import Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch fr... | null | null | null |
webis-de/small-text | train | 50 | e2acbf0f392eaa890d0ca4742351ec526bd40115 | 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 | 189 | 13 | self.assertRaisesRegex | test_fit_with_finetuning_args_and_scheduler_kwargs | import unittest
import pytest
import warnings
import numpy as np
from unittest import mock
from unittest.mock import patch, Mock
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets impor... | ValueError, 'When fine_tuning_arguments are provided') | added | 3808a61235b8ef6a5d6911956de6634316170714084850bc3296ac6ab0029d71 | self.assertRaisesRegex|test_fit_with_finetuning_args_and_scheduler_kwargs|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.... | null | null | null |
webis-de/small-text | train | 50 | e2acbf0f392eaa890d0ca4742351ec526bd40115 | 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 | 204 | 13 | self.assertRaisesRegex | test_fit_with_scheduler_but_without_optimizer | import unittest
import pytest
import warnings
import numpy as np
from unittest import mock
from unittest.mock import patch, Mock
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets impor... | ValueError, 'You must also pass an optimizer') | added | 969436b5b05f3d1871febad02d6044dd52be05e6a9879ec0622c4e2fd98ab9db | self.assertRaisesRegex|test_fit_with_scheduler_but_without_optimizer|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.excep... | null | null | null |
webis-de/small-text | train | 50 | e2acbf0f392eaa890d0ca4742351ec526bd40115 | train | tests/integration/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_datasets.py | 29 | 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.transformers.datasets import TransformersDataset
from tests.utils.datasets import random_transformer_dataset
except (ImportError, Py... | np.all([item[TransformersDataset.INDEX_TEXT].device.type == 'cuda' for item in ds.data])) | modified | ac746fa71289a037999da71b0fee6a9626fbe662f0c36acd61c331837f9e396d | 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.transformers.datasets import TransformersDataset from tests.utils.datasets import random_transformer_dataset except ... | np.all([item[TransformersDataset.INDEX_TEXT].device.type == 'cuda' for item in ds.data])) | 28 | 8 |
webis-de/small-text | train | 50 | e2acbf0f392eaa890d0ca4742351ec526bd40115 | train | tests/integration/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_datasets.py | 51 | 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.transformers.datasets import TransformersDataset
from tests.utils.datasets import random_transformer_dataset
except (ImportError, Py... | np.all([item[TransformersDataset.INDEX_TEXT].device == torch.device('cpu') for item in ds.data])) | modified | 81b11fd5b783e57b6dca829a788417609e4229b05ff438b2bb5c71181b8d7caf | 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.transformers.datasets import TransformersDataset from tests.utils.datasets import random_transformer_dataset ex... | np.all([item[TransformersDataset.INDEX_TEXT].device == torch.device('cpu') for item in ds.data])) | 48 | 8 |
webis-de/small-text | train | 51 | c4a1800416e3e0682a90ac40a545ff08e7748645 | train | tests/unit/small_text/query_strategies/test_base.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_base.py | 31 | 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, constraints
from small_text.query_strategies.strategies import RandomSampling
from tests.utils.datasets imp... | ClassificationType.from_str('multi-label')) | added | 7f1b1cd86ae5b5974c215c88675a3dc0cd54d02bba565d8642d569c8d147c7a9 | 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, constraints from small_text.query_strategies.strategies import RandomSampling f... | null | null | null |
webis-de/small-text | train | 51 | c4a1800416e3e0682a90ac40a545ff08e7748645 | train | tests/unit/small_text/query_strategies/test_base.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_base.py | 63 | 13 | self.assertRaisesRegex | test_with_invalid_multi_label_constraint | import unittest
import scipy
import numpy as np
from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC
from small_text.query_strategies.base import ClassificationType, constraints
from small_text.query_strategies.strategies import RandomSampling
from tests.utils.datasets imp... | RuntimeError, 'Invalid configuration: This query strategy requires ') | modified | 777be1a7b330efd80f2aa409419cf10819958170d0cbe4a6ca4b527047800b42 | self.assertRaisesRegex|test_with_invalid_multi_label_constraint|import unittest import scipy import numpy as np from small_text.classifiers.classification import SklearnClassifier, ConfidenceEnhancedLinearSVC from small_text.query_strategies.base import ClassificationType, constraints from small_text.query_strategies.s... | RuntimeError, 'Invalid configuration: This query strategy requires ') | 63 | 13 |
webis-de/small-text | train | 51 | c4a1800416e3e0682a90ac40a545ff08e7748645 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 28 | 13 | self.assertRaises | test_query_with_overlarge_n | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_c... | ValueError) | added | d1599e848c9e4eaea2f23d79adbc4dbf3785a86619d3d9b1c06354cbeabb0af3 | self.assertRaises|test_query_with_overlarge_n|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, ... | null | null | null |
webis-de/small-text | train | 51 | c4a1800416e3e0682a90ac40a545ff08e7748645 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 91 | 13 | self.assertRaises | test_query_empty_pool | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_c... | EmptyPoolException) | added | 9ae71652c8dbe66225cac36a92e32c108a3f1c4b78b481d936da2cd30ea25bbc | self.assertRaises|test_query_empty_pool|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, Greedy... | null | null | null |
webis-de/small-text | train | 51 | c4a1800416e3e0682a90ac40a545ff08e7748645 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 146 | 8 | self.assertEqual | test_lightweight_coreset_str | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_c... | str(strategy)) | added | f9387e953d7de478ea08219a3f379625d4eb38b68cd969033b9d8e412ae54743 | self.assertEqual|test_lightweight_coreset_str|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, ... | null | null | null |
webis-de/small-text | train | 51 | c4a1800416e3e0682a90ac40a545ff08e7748645 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 127 | 13 | self.assertRaises | test_random_sampling_empty_pool | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDa... | EmptyPoolException) | added | 4e9041ba6545d3587358159e935cc835c33bf7cd2883cbcecbe390c886905ff7 | self.assertRaises|test_random_sampling_empty_pool|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier... | null | null | null |
webis-de/small-text | train | 51 | c4a1800416e3e0682a90ac40a545ff08e7748645 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 292 | 8 | assert_* | test_prediction_entropy_binary | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDa... | strategy.scores_) | added | 7e2c854a22a3116c2147f7a4665fda3dc1fa9350dcab64a46a752ce1be717736 | assert_*|test_prediction_entropy_binary|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from smal... | null | null | null |
webis-de/small-text | train | 51 | c4a1800416e3e0682a90ac40a545ff08e7748645 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 455 | 12 | assert_* | test_query_when_embed_has_no_return_proba | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDa... | clf.embeddings_) | added | a9242945670c96017486151d131754f32454c4ac56be59b708d074e4017cad63 | assert_*|test_query_when_embed_has_no_return_proba|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifie... | null | null | null |
webis-de/small-text | train | 52 | 02f980c13990ec17995b2a7fade71feb9f604e5d | train | tests/integration/small_text/integrations/pytorch/test_query_strategies.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_query_strategies.py | 78 | 8 | self.assertEqual | _simple_exhaustive_active_learning_test | import unittest
import pytest
import numpy as np
from unittest import mock
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.object_factory import get_initialized_active_learner
try:
import torch
from small_text.integrations.pytorch.classifiers import KimCNNFactor... | active_learner.indices_labeled.shape[0]) | modified | 27b740ca0b74de71b73159e6c605c8755bc597358e2f7ff6fd8a130d03bedc84 | self.assertEqual|_simple_exhaustive_active_learning_test|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.object_factory import get_initialized_active_learner try: import torch from small_text.integrat... | active_learner.x_indices_labeled.shape[0]) | 78 | 8 |
webis-de/small-text | train | 52 | 02f980c13990ec17995b2a7fade71feb9f604e5d | train | tests/integration/small_text/integrations/pytorch/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py | 61 | 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 | 61a007ffc4e33448c9ca0fa4d4196b5cf31603ff33f86d12d5e7d8f64344b89a | 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__) | 61 | 12 |
webis-de/small-text | train | 52 | 02f980c13990ec17995b2a7fade71feb9f604e5d | train | tests/integration/small_text/integrations/transformers/test_serialization.py | test | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_serialization.py | 59 | 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 | bd737c9f1719d6756e2b8a4374e3ede1f1de62d19dd7a157442fe4ca107a80ac | 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)) | 59 | 12 |
webis-de/small-text | train | 52 | 02f980c13990ec17995b2a7fade71feb9f604e5d | train | tests/integration/small_text/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/test_serialization.py | 66 | 8 | self.assertIsNotNone | import unittest
import tempfile
import numpy as np
from pathlib import Path
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory
from small_text.query_strategies import Random... | active_learner) | modified | d01c0fee91101cc56d27e031f1eb33b074ef47ef48cdba4f65c0bd8849141f87 | self.assertIsNotNone||import unittest import tempfile import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory from small_text.query_strat... | active_learner) | 66 | 8 | |
webis-de/small-text | train | 52 | 02f980c13990ec17995b2a7fade71feb9f604e5d | train | tests/integration/small_text/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/test_serialization.py | 68 | 8 | assert_* | import unittest
import tempfile
import numpy as np
from pathlib import Path
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory
from small_text.query_strategies import Random... | active_learner.indices_labeled) | modified | fc6ebad1d9bef3a8b3942522f55ceb5d6c295e7dab780987f0e3c4a420a9464d | assert_*||import unittest import tempfile import numpy as np from pathlib import Path from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifierFactory from small_text.query_strategies import... | active_learner.x_indices_labeled) | 68 | 8 | |
webis-de/small-text | train | 52 | 02f980c13990ec17995b2a7fade71feb9f604e5d | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 69 | 8 | self.assertEqual | test_query_takes_remaining_pool | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_c... | len(indices)) | modified | 6e737400189bc58eddb2a0eef48b82966e68c55d8317147e8aa0567ffe540c5a | self.assertEqual|test_query_takes_remaining_pool|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_corese... | len(indices)) | 70 | 8 |
webis-de/small-text | train | 52 | 02f980c13990ec17995b2a7fade71feb9f604e5d | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 98 | 13 | self.assertRaises | test_query_with_overlarge_n | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_c... | ValueError) | modified | 3cbd905c79df8f167198fc235ceab8fff3e267d414933a8192885947bafc8ba5 | self.assertRaises|test_query_with_overlarge_n|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, ... | ValueError) | 99 | 13 |
webis-de/small-text | train | 52 | 02f980c13990ec17995b2a7fade71feb9f604e5d | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 437 | 13 | self.assertRaises | test_update_duplicate_indices_in_labeled_pool | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | ValueError) | modified | af1d2ec3693479b58ffd36cc42531fb8855ff0e6e695575fbc55d5619d00beec | self.assertRaises|test_update_duplicate_indices_in_labeled_pool|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedA... | ValueError) | 436 | 13 |
webis-de/small-text | train | 53 | 69a8a9f14151f93529f15f60063d713cf67fd030 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 293 | 8 | assert_* | test_prediction_entropy_binary | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDa... | strategy.scores_) | modified | a86e344d4f79888aa05d3fd204b4db10404f6bfeb6b9aaac9f9294d57a4c3523 | assert_*|test_prediction_entropy_binary|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from smal... | strategy.scores_) | 292 | 8 |
webis-de/small-text | train | 53 | 69a8a9f14151f93529f15f60063d713cf67fd030 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 317 | 8 | assert_* | test_prediction_entropy_multiclass | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDa... | indicies) | modified | fe6b4be081e1603ce824c76eccc7642c9756ab2843564b9c62e94b0f6140f12a | assert_*|test_prediction_entropy_multiclass|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from ... | indicies) | 316 | 8 |
webis-de/small-text | train | 53 | 69a8a9f14151f93529f15f60063d713cf67fd030 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 335 | 8 | self.assertEqual | test_subsampling_str | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDa... | str(strategy)) | modified | 418f5ce8b589914bfa388a79e80afc682671c3caec9a7c8770ac3cc3fdd253c8 | self.assertEqual|test_subsampling_str|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_... | str(strategy)) | 334 | 8 |
webis-de/small-text | train | 53 | 69a8a9f14151f93529f15f60063d713cf67fd030 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 339 | 8 | self.assertEqual | test_subsampling_query_default | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDa... | len(indices)) | modified | 9d764b2086045a9a6054f485c1915aeaa53d3d38fb75533ffb00c37a76118899 | self.assertEqual|test_subsampling_query_default|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier f... | len(indices)) | 338 | 8 |
webis-de/small-text | train | 54 | f40f820c518e29636015433cc6d7970c4f0b6abb | train | tests/unit/small_text/utils/test_classification.py | train | webis-de/small-text:tests/unit/small_text/utils/test_classification.py | 25 | 8 | assert_* | test_prediction_result | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import MultiLabelBinarizer
from small_text.utils.classification import empty_result, prediction_result
from small_text.utils.labels import csr_to_list
from tests.utils.testin... | result) | modified | 07384e7118d8ca4c134eedc4c100db1d61b0bde7fdc0f38210d4fb08427a97cb | assert_*|test_prediction_result|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import MultiLabelBinarizer from small_text.utils.classification import empty_result, prediction_result from small_text.utils.labels import csr_to... | result) | 23 | 8 |
webis-de/small-text | train | 54 | f40f820c518e29636015433cc6d7970c4f0b6abb | train | tests/unit/small_text/utils/test_classification.py | train | webis-de/small-text:tests/unit/small_text/utils/test_classification.py | 76 | 8 | assert_* | test_prediction_result_multilabel_with_proba | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import MultiLabelBinarizer
from small_text.utils.classification import empty_result, prediction_result
from small_text.utils.labels import csr_to_list
from tests.utils.testin... | proba_result) | modified | 788131379b437a0e836bf17b15b098826c95c58125b4f18442526792ce4a3579 | assert_*|test_prediction_result_multilabel_with_proba|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import MultiLabelBinarizer from small_text.utils.classification import empty_result, prediction_result from small_text.util... | proba_result) | 74 | 8 |
webis-de/small-text | train | 54 | f40f820c518e29636015433cc6d7970c4f0b6abb | train | tests/unit/small_text/utils/test_classification.py | train | webis-de/small-text:tests/unit/small_text/utils/test_classification.py | 96 | 8 | assert_* | test_prediction_result_multilabel_with_enc | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import MultiLabelBinarizer
from small_text.utils.classification import empty_result, prediction_result
from small_text.utils.labels import csr_to_list
from tests.utils.testin... | result) | added | 6f1ecf275b1bf9170b66134ef5534c6452df8a826b3f92e42f24a760c0b655c9 | assert_*|test_prediction_result_multilabel_with_enc|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import MultiLabelBinarizer from small_text.utils.classification import empty_result, prediction_result from small_text.utils.... | null | null | null |
webis-de/small-text | train | 54 | f40f820c518e29636015433cc6d7970c4f0b6abb | train | tests/unit/small_text/utils/test_classification.py | train | webis-de/small-text:tests/unit/small_text/utils/test_classification.py | 151 | 8 | self.assertEqual | test_empty_result_single_label_both | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import MultiLabelBinarizer
from small_text.utils.classification import empty_result, prediction_result
from small_text.utils.labels import csr_to_list
from tests.utils.testin... | proba.dtype) | added | 29f5045a86a08ed8a1f18c9bbf70a37f86731accf181ef3232f5052439231978 | self.assertEqual|test_empty_result_single_label_both|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import MultiLabelBinarizer from small_text.utils.classification import empty_result, prediction_result from small_text.utils... | null | null | null |
webis-de/small-text | train | 55 | 1e3ae716c260f77581001615c714f58069f8a9f3 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 126 | 12 | self.assertFalse | test_set_labels | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | (y == y_new).all()) | modified | cfaf9bc9de9cb835e279881eb9274c7487ef39fdcdaf23def960b502532de0cb | self.assertFalse|test_set_labels|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi_label fro... | (y == y_new).all()) | 126 | 12 |
webis-de/small-text | train | 55 | 1e3ae716c260f77581001615c714f58069f8a9f3 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 146 | 8 | assert_* | test_set_target_labels | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | ds.target_labels) | modified | 6bf705c5ede06d1572bcf3e5270f545faa163876c7ffc0be249c87df7cfbbbca | assert_*|test_set_target_labels|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi_label from... | ds.target_labels) | 146 | 8 |
webis-de/small-text | train | 55 | 1e3ae716c260f77581001615c714f58069f8a9f3 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 188 | 12 | assert_* | test_indexing_slicing | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | result.x) | modified | 56be871e8ffad16081a4953fcd39ad945d92c74927851333a1a8ac0267a20ccc | assert_*|test_indexing_slicing|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi_label from ... | result.x) | 188 | 12 |
webis-de/small-text | train | 55 | 1e3ae716c260f77581001615c714f58069f8a9f3 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 266 | 13 | self.assertRaises | test_set_y | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | UnsupportedOperationException) | modified | 0b397d20b7fa775d56b3b3b10cc9120920bfa41ccff3080875ae83a860e450ff | self.assertRaises|test_set_y|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi_label from sm... | UnsupportedOperationException) | 266 | 13 |
webis-de/small-text | train | 56 | 75dec49929bb485584df69ff2013fc6d88c02d9f | train | tests/integration/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_datasets.py | 29 | 8 | self.assertEqual | test_indexing | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.transformers.datasets import TransformersDataset
from tests.utils.datasets import random_transformer_dataset
except (ImportError, Py... | len(subset)) | added | 8599fa3bc3d2e6fbbc45722ca5a2ce898cf26deadf537251fa1596315ec08900 | self.assertEqual|test_indexing|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.transformers.datasets import TransformersDataset from tests.utils.datasets import random_transformer_dataset except (... | null | null | null |
webis-de/small-text | train | 56 | 75dec49929bb485584df69ff2013fc6d88c02d9f | train | tests/integration/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_datasets.py | 40 | 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.transformers.datasets import TransformersDataset
from tests.utils.datasets import random_transformer_dataset
except (ImportError, Py... | np.all([item[TransformersDataset.INDEX_TEXT].device.type == 'cuda' for item in ds.data])) | added | e63d3644a274fa792b568360c356bafae4f9e0e0f022d84c12360fbc4314aefb | 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.transformers.datasets import TransformersDataset from tests.utils.datasets import random_transformer_dataset except ... | null | null | null |
webis-de/small-text | train | 56 | 75dec49929bb485584df69ff2013fc6d88c02d9f | train | tests/integration/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_datasets.py | 54 | 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.transformers.datasets import TransformersDataset
from tests.utils.datasets import random_transformer_dataset
except (ImportError, Py... | np.all([item[TransformersDataset.INDEX_TEXT].device.type == 'cuda' for item in ds.data])) | added | fa3b9087bd0ac7f0805382de01bbb3c26164549724386bdc865ab27c4500fe4d | 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.transformers.datasets import TransformersDataset from tests.utils.datasets import random_transformer_da... | null | null | null |
webis-de/small-text | train | 56 | 75dec49929bb485584df69ff2013fc6d88c02d9f | train | tests/integration/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_datasets.py | 62 | 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.transformers.datasets import TransformersDataset
from tests.utils.datasets import random_transformer_dataset
except (ImportError, Py... | np.all([item[TransformersDataset.INDEX_TEXT].device == torch.device('cpu') for item in ds.data])) | added | 20995f2a4428c1f580ae2824272d0f5bfe153d86fb0a99ea35166e78122bbfe7 | 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.transformers.datasets import TransformersDataset from tests.utils.datasets import random_transformer_dataset ex... | null | null | null |
webis-de/small-text | train | 57 | fdf729c14c0c8604c733af6b7887c7ed3c698fff | 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 unittest import mock
from unittest.mock import patch, Mock
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets impor... | embedding_two.shape[1]) | modified | 75d76a2e812795e87dbf35779c3bcc888a68fa19750d99a6f71a4d58e43957da | self.assertEqual|test_embed_with_layer_index|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotF... | embedding_two.shape[1]) | 115 | 8 |
webis-de/small-text | train | 57 | fdf729c14c0c8604c733af6b7887c7ed3c698fff | 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 | 233 | 12 | self.assertTrue | test_fit_and_predict | import unittest
import pytest
import warnings
import numpy as np
from unittest import mock
from unittest.mock import patch, Mock
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets impor... | np.logical_or(y_pred.indices.all() >= 0, y_pred.indices.all() <= 3)) | modified | ff86ec8fd83dcb327301a0bc8ae6027fc930630c4c1ac47d32e2c43ad52cc4ce | self.assertTrue|test_fit_and_predict|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundErro... | np.logical_or(y_pred.indices.all() >= 0, y_pred.indices.all() <= 3)) | 231 | 12 |
webis-de/small-text | train | 57 | fdf729c14c0c8604c733af6b7887c7ed3c698fff | 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 | 262 | 8 | self.assertTrue | test_fit_validate | import unittest
import pytest
import warnings
import numpy as np
from unittest import mock
from unittest.mock import patch, Mock
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets impor... | 0.0 <= valid_acc <= 1.0) | modified | bc60e7ddd02532ba59b86bb76676ed372160c1ae4bc27c415f368b17a243628a | self.assertTrue|test_fit_validate|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions import PytorchNotFoundError f... | 0.0 <= valid_acc <= 1.0) | 260 | 8 |
webis-de/small-text | train | 57 | fdf729c14c0c8604c733af6b7887c7ed3c698fff | 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 | 279 | 12 | self.assertEqual | test_validate_with_validations_per_epoch | import unittest
import pytest
import warnings
import numpy as np
from unittest import mock
from unittest.mock import patch, Mock
from parameterized import parameterized_class
from scipy.sparse import issparse
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets impor... | validate_spy.call_count) | modified | 3f26d698e27193430743268fe62624fba3ac48877a9d997005d1a7e2cead539d | self.assertEqual|test_validate_with_validations_per_epoch|import unittest import pytest import warnings import numpy as np from unittest import mock from unittest.mock import patch, Mock from parameterized import parameterized_class from scipy.sparse import issparse from small_text.integrations.pytorch.exceptions impor... | validate_spy.call_count) | 277 | 12 |
webis-de/small-text | train | 58 | 8a8bb10f38fb61afee4249416fcc60bc5a03f153 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | 71 | 8 | self.assertEqual | test_initialize_optimizer_and_scheduler_default | import unittest
import pytest
import torch
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.optim import Adadelta, AdamW
from torch.optim.lr_scheduler import ExponentialLR
from small_text.integrations.pytorch.classifiers.base import PytorchC... | default_optimizer.__class__) | added | 181a1e9b33fbc0a9df58ac7810c7fc13cc59699d7de853a0a2d86e84a7a1ee33 | self.assertEqual|test_initialize_optimizer_and_scheduler_default|import unittest import pytest import torch import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from small_text.integ... | null | null | null |
webis-de/small-text | train | 58 | 8a8bb10f38fb61afee4249416fcc60bc5a03f153 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | 96 | 8 | self.assertEqual | test_initialize_optimizer_and_scheduler_custom | import unittest
import pytest
import torch
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.optim import Adadelta, AdamW
from torch.optim.lr_scheduler import ExponentialLR
from small_text.integrations.pytorch.classifiers.base import PytorchC... | optimizer_arg) | added | 2e09fd858a88d47964cf5678614e2fcebf446ca05074b13e363cea6c4062151e | self.assertEqual|test_initialize_optimizer_and_scheduler_custom|import unittest import pytest import torch import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from small_text.integr... | null | null | null |
webis-de/small-text | train | 58 | 8a8bb10f38fb61afee4249416fcc60bc5a03f153 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | 115 | 8 | self.assertTrue | test_initialize_class_weights_binary_balanced | import unittest
import pytest
import torch
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.optim import Adadelta, AdamW
from torch.optim.lr_scheduler import ExponentialLR
from small_text.integrations.pytorch.classifiers.base import PytorchC... | torch.equal(expected_weights.cpu(), class_weights.cpu())) | added | 1ed40776c0fb9e768e8324cf55186bccefe6bd310cff4aa6fe7524abdb5d752a | self.assertTrue|test_initialize_class_weights_binary_balanced|import unittest import pytest import torch import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from small_text.integrat... | null | null | null |
webis-de/small-text | train | 58 | 8a8bb10f38fb61afee4249416fcc60bc5a03f153 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_base.py | 148 | 8 | self.assertTrue | test_initialize_class_weights_multi_class_imbalanced | import unittest
import pytest
import torch
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.optim import Adadelta, AdamW
from torch.optim.lr_scheduler import ExponentialLR
from small_text.integrations.pytorch.classifiers.base import PytorchC... | torch.equal(expected_weights.cpu(), class_weights.cpu())) | added | 4652df6144955b14715683b96272857e62704bb23828f273441b7e5e94b51bf3 | self.assertTrue|test_initialize_class_weights_multi_class_imbalanced|import unittest import pytest import torch import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.optim import Adadelta, AdamW from torch.optim.lr_scheduler import ExponentialLR from small_text.i... | null | null | null |
webis-de/small-text | train | 59 | ae699dc7dbd2e552436554ed19b39b293ee289a0 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 175 | 12 | assert_* | test_indexing_list_index | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | result.x) | modified | 4aeebf1b311bd6413984a02705d8d5f2133c2823da755c0bc24020cbc44c3fc5 | assert_*|test_indexing_list_index|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi_label fr... | result.x) | 175 | 12 |
webis-de/small-text | train | 59 | ae699dc7dbd2e552436554ed19b39b293ee289a0 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 234 | 8 | self.assertEqual | test_init_with_slice_and_step | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | len(dataset_view)) | modified | bae628b1aea2bdd406c2e3a01cd9ee45c957dd7f8a6645b78f312e2f69c1726a | self.assertEqual|test_init_with_slice_and_step|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_m... | len(dataset_view)) | 234 | 8 |
webis-de/small-text | train | 59 | ae699dc7dbd2e552436554ed19b39b293ee289a0 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 451 | 8 | self.assertEqual | test_split_data_balanced_return_indices | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | len(indices_train.shape)) | added | b9094cf0bacafdc743b1f471222baede5d494e51cbfb24b9d90cf88f06953fc7 | self.assertEqual|test_split_data_balanced_return_indices|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets i... | null | null | null |
webis-de/small-text | train | 59 | ae699dc7dbd2e552436554ed19b39b293ee289a0 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 479 | 8 | self.assertEqual | test_split_data_stratified_return_indices | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | indices_valid.shape[0]) | added | 8f0a33e064ecc4d1b29970c01a45ca970b46cb4ead46d57a051bf381d2354b91 | self.assertEqual|test_split_data_stratified_return_indices|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets... | null | null | null |
webis-de/small-text | train | 59 | ae699dc7dbd2e552436554ed19b39b293ee289a0 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 249 | 12 | assert_* | test_get_y | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundE... | dataset_view.y) | added | b4c5b134ba819d8659ced26d077c4b83e1ab34855d3219804d23f1affc228545 | assert_*|test_get_y|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import ... | null | null | null |
webis-de/small-text | train | 59 | ae699dc7dbd2e552436554ed19b39b293ee289a0 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 254 | 13 | self.assertRaises | test_set_y | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundE... | UnsupportedOperationException) | added | f0203246f7e436fff1011c09d757151e78405af46bc950d854780eb1f3231f50 | self.assertRaises|test_set_y|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exception... | null | null | null |
webis-de/small-text | train | 59 | ae699dc7dbd2e552436554ed19b39b293ee289a0 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 262 | 12 | self.assertFalse | test_is_multi_label | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundE... | dataset.is_multi_label) | added | ed193f3de981b9bdf42bec96f0ed06766101a3242f4dfaf0f0dcbdb8115db063 | self.assertFalse|test_is_multi_label|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.e... | null | null | null |
webis-de/small-text | train | 59 | ae699dc7dbd2e552436554ed19b39b293ee289a0 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 294 | 8 | assert | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundE... | self.NUM_SAMPLES_VIEW | added | 3421cafb06efddf4473b3eb304f0497d4f66601dfa49126154e0f9d12440b9cc | assert||import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFo... | null | null | null | |
webis-de/small-text | train | 60 | 9894436260e99838503f619e0bd45db531ee2a0e | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 321 | 13 | self.assertRaises | test_set_target_labels | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | UnsupportedOperationException) | added | 329b42344b41b88ae0a9d9011da0d85665d879bf7e27f393e91d12b678cf04f2 | self.assertRaises|test_set_target_labels|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi_l... | null | null | null |
webis-de/small-text | train | 60 | 9894436260e99838503f619e0bd45db531ee2a0e | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 445 | 8 | self.assertEqual | test_split_data_random | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | len(subset_train)) | added | 61880e056a45ede592d7597985f29790878c66a520983a30caf811a3613baa98 | self.assertEqual|test_split_data_random|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi_la... | null | null | null |
webis-de/small-text | train | 60 | 9894436260e99838503f619e0bd45db531ee2a0e | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 469 | 8 | self.assertEqual | test_split_data_balanced | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | len(subset_valid)) | added | d8dd7bc7ca57b3c55ea0238e5bd49e57e0eabacb53b2c24009f27eea089c2fd9 | self.assertEqual|test_split_data_balanced|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi_... | null | null | null |
webis-de/small-text | train | 60 | 9894436260e99838503f619e0bd45db531ee2a0e | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 254 | 8 | self.assertEqual | test_init_with_slice_and_step | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundE... | len(view_on_view)) | added | b14d723511cdf1461a89976cb74a93513c526b446a319297476be2e2106a41e2 | self.assertEqual|test_init_with_slice_and_step|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations... | null | null | null |
webis-de/small-text | train | 60 | 9894436260e99838503f619e0bd45db531ee2a0e | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 299 | 12 | self.assertFalse | test_is_multi_label | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundE... | dataset.is_multi_label) | added | 0dd2bb22c9896af03a932354b723acd636be356ceea8c21c5b5c5fd36593b470 | self.assertFalse|test_is_multi_label|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.e... | null | null | null |
webis-de/small-text | train | 60 | 9894436260e99838503f619e0bd45db531ee2a0e | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 94 | 12 | assert_* | test_set_labels | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrations.pytorch.exceptions import PytorchNotFou... | ds_new.y) | modified | d80cd110a69fe85d2c25e33755c1a6fddaa94886f5c0407338e3c7d3377eb3ed | assert_*|test_set_labels|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.integrations.pytorch.datasets import PytorchDatasetView from small_text.integrations.pytorch.exceptions... | ds_new.y) | 93 | 12 |
webis-de/small-text | train | 60 | 9894436260e99838503f619e0bd45db531ee2a0e | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 175 | 8 | self.assertEqual | test_indexing_list_index | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrations.pytorch.exceptions import PytorchNotFou... | len(result)) | added | 12636924359ecffa847b29928637d767347afd0582b20616e8195130ad778556 | self.assertEqual|test_indexing_list_index|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.integrations.pytorch.datasets import PytorchDatasetView from small_text.integrations.p... | null | null | null |
webis-de/small-text | train | 60 | 9894436260e99838503f619e0bd45db531ee2a0e | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 190 | 8 | assert_* | test_indexing_slicing | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrations.pytorch.exceptions import PytorchNotFou... | result.x) | added | 7549c043a3b6d680701875a1d656d6da6b1a9d241cfdc22653d3b277e1061742 | assert_*|test_indexing_slicing|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.integrations.pytorch.datasets import PytorchDatasetView from small_text.integrations.pytorch.exce... | null | null | null |
webis-de/small-text | train | 61 | d45607070f4232fd190f362f8fa9805fad453d9d | 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 | 68 | 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
from scipy.sparse import csr_matrix
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.utils.data.sampler import BatchSampler, SequentialSampler, RandomSample... | class_weights.cpu().numpy()) | modified | 84728e2396c775bce0bd1bdbb3a81e0b6e14d8f549adfe790ddc26a8d62d7dc7 | 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 from scipy.sparse import csr_matrix from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sampler import BatchSam... | class_weights.cpu().numpy()) | 68 | 8 |
webis-de/small-text | train | 62 | 35a74fb1288463c2ae5a957c29774b77a644f52e | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 318 | 8 | self.assertTrue | test_indexing_single_index | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundE... | isinstance(result, PytorchDatasetView)) | added | 7af95090c5ac2b77df380a69a5505810e34d1ddad7c31d7341d66a7847a0abc9 | self.assertTrue|test_indexing_single_index|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pyt... | null | null | null |
webis-de/small-text | train | 62 | 35a74fb1288463c2ae5a957c29774b77a644f52e | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 347 | 8 | assert_* | test_get_data | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundE... | len(dataset.data)) | added | eb29dd309a31167c0eac431f15c67c82505cd12035d16007c383b25829135c61 | assert_*|test_get_data|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions impo... | null | null | null |
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