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 | 6 | 52b7e7d8926b9273fc079ee3d5b1d5ac1152f428 | 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 | 59 | 8 | self.assertEqual | _simple_active_learning_test | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import trec_dataset
from tests.utils.object_factory import get_initialized_active_learner
try:
import torch
from small_text.integrations.pytorch.classifiers... | active_learner.x_indices_labeled.shape[0]) | added | be3f7fe130cfd1fcfe9043304d003a96162f2aa96cf317bd3da4525aa226b8ea | self.assertEqual|_simple_active_learning_test|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import trec_dataset from tests.utils.object_factory import get_initialized_active_learner try: import torch from small_text... | null | null | null |
webis-de/small-text | train | 6 | 52b7e7d8926b9273fc079ee3d5b1d5ac1152f428 | train | tests/unit/small_text/integrations/pytorch/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_strategies.py | 28 | 8 | self.assertEqual | test_badge_str | import unittest
import pytest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.query_strategies import (BADGE,
ExpectedGradientLength, ExpectedGradientLengthMaxWord)
except PytorchNotFoundError:
pass
@pytest.mark.pytorch
class BAD... | str(strategy)) | added | a096f8318d6a838804cc9405f6c04032eda1d2d0532675653068b037518e39d7 | self.assertEqual|test_badge_str|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.query_strategies import (BADGE, ExpectedGradientLength, ExpectedGradientLengthMaxWord) except PytorchNotFoundError: pass @pytest.mark.pytorc... | null | null | null |
webis-de/small-text | train | 6 | 52b7e7d8926b9273fc079ee3d5b1d5ac1152f428 | train | tests/unit/small_text/integrations/pytorch/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_strategies.py | 51 | 8 | self.assertEqual | test_expected_gradient_length_str | import unittest
import pytest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.query_strategies import (BADGE,
ExpectedGradientLength, ExpectedGradientLengthMaxWord)
except PytorchNotFoundError:
pass
@pytest.mark.pytorch
class BAD... | str(strategy)) | added | 78501ff5349a2504b120b0fb321b3376603621bf8b78f9fd0398e3919d8e72c3 | self.assertEqual|test_expected_gradient_length_str|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.query_strategies import (BADGE, ExpectedGradientLength, ExpectedGradientLengthMaxWord) except PytorchNotFoundError: pass ... | null | null | null |
webis-de/small-text | train | 6 | 52b7e7d8926b9273fc079ee3d5b1d5ac1152f428 | train | tests/unit/small_text/integrations/pytorch/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_strategies.py | 62 | 8 | self.assertEqual | test_init_default | import unittest
import pytest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.query_strategies import (BADGE,
ExpectedGradientLength, ExpectedGradientLengthMaxWord)
except PytorchNotFoundError:
pass
@pytest.mark.pytorch
class BAD... | strategy.layer_name) | added | 8eaef3f3e0eaa62fd36d16f6bf34c536ab1350d46e2cf2bedb6d9bde2f30a93d | self.assertEqual|test_init_default|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.query_strategies import (BADGE, ExpectedGradientLength, ExpectedGradientLengthMaxWord) except PytorchNotFoundError: pass @pytest.mark.pyt... | null | null | null |
webis-de/small-text | train | 6 | 52b7e7d8926b9273fc079ee3d5b1d5ac1152f428 | train | tests/unit/small_text/integrations/pytorch/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_strategies.py | 67 | 8 | self.assertEqual | test_init | import unittest
import pytest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.query_strategies import (BADGE,
ExpectedGradientLength, ExpectedGradientLengthMaxWord)
except PytorchNotFoundError:
pass
@pytest.mark.pytorch
class BAD... | strategy.num_classes) | added | 313025802506b078641163bd95a5a1423093e82291504b883a6ac1ebf012f128 | self.assertEqual|test_init|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.query_strategies import (BADGE, ExpectedGradientLength, ExpectedGradientLengthMaxWord) except PytorchNotFoundError: pass @pytest.mark.pytorch cla... | null | null | null |
webis-de/small-text | train | 7 | 144356f7a6e907f19430a47e488b4b70a0e154e3 | 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 | 49 | 8 | self.assertFalse | _simple_exhaustive_active_learning_test | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import trec_dataset
from tests.utils.object_factory import get_initialized_active_learner
try:
import torch
from small_text.integrations.pytorch.classifiers... | dataset[0].x[PytorchTextClassificationDataset.INDEX_TEXT].is_cuda) | added | a9586185ea4acde9fde9da366427070aa2bd6c205cd8d1e13ca1ad41fd7a4d4e | self.assertFalse|_simple_exhaustive_active_learning_test|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import trec_dataset from tests.utils.object_factory import get_initialized_active_learner try: import torch from... | null | null | null |
webis-de/small-text | train | 7 | 144356f7a6e907f19430a47e488b4b70a0e154e3 | 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 | 59 | 8 | self.assertEqual | _simple_exhaustive_active_learning_test | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import trec_dataset
from tests.utils.object_factory import get_initialized_active_learner
try:
import torch
from small_text.integrations.pytorch.classifiers... | active_learner.x_indices_labeled.shape[0]) | added | 0a95eda4b7cc8f7cb2a37df524eacc5735c651c35f2819c511337d872537a7a7 | self.assertEqual|_simple_exhaustive_active_learning_test|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import trec_dataset from tests.utils.object_factory import get_initialized_active_learner try: import torch from... | null | null | null |
webis-de/small-text | train | 8 | b2bb210021dbb93166a6b2ff0a5bd83c8a46aa87 | train | tests/unit/small_text/utils/test_clustering.py | train | webis-de/small-text:tests/unit/small_text/utils/test_clustering.py | 25 | 8 | self.assertEqual | test_init_kmeans_plusplus_safe_normal | import unittest
import numpy as np
from unittest.mock import patch
from small_text.utils.clustering import init_kmeans_plusplus_safe
class ClusteringTest(unittest.TestCase):
@patch('small_text.utils.clustering.warnings.warn')
@patch('small_text.utils.clustering.choice')
@patch('small_text.utils.cluster... | indices.shape[0]) | added | e8242d24a8f9f1eb8b955be6f27d5035ee22cc0d088fd1fe5a2d84f3652b4341 | self.assertEqual|test_init_kmeans_plusplus_safe_normal|import unittest import numpy as np from unittest.mock import patch from small_text.utils.clustering import init_kmeans_plusplus_safe class ClusteringTest(unittest.TestCase): @patch('small_text.utils.clustering.warnings.warn') @patch('small_text.utils.clustering.cho... | null | null | null |
webis-de/small-text | train | 8 | b2bb210021dbb93166a6b2ff0a5bd83c8a46aa87 | train | tests/unit/small_text/utils/test_clustering.py | train | webis-de/small-text:tests/unit/small_text/utils/test_clustering.py | 42 | 8 | self.assertEqual | test_init_kmeans_plusplus_safe_duplicate_indices | import unittest
import numpy as np
from unittest.mock import patch
from small_text.utils.clustering import init_kmeans_plusplus_safe
class ClusteringTest(unittest.TestCase):
@patch('small_text.utils.clustering.warnings.warn')
@patch('small_text.utils.clustering.choice')
@patch('small_text.utils.cluster... | indices.shape[0]) | added | 56642b20b3b8a48527c1bcc0b8b8fe52345e1d0ab2bb61cc2f436740b6bce388 | self.assertEqual|test_init_kmeans_plusplus_safe_duplicate_indices|import unittest import numpy as np from unittest.mock import patch from small_text.utils.clustering import init_kmeans_plusplus_safe class ClusteringTest(unittest.TestCase): @patch('small_text.utils.clustering.warnings.warn') @patch('small_text.utils.clu... | null | null | null |
webis-de/small-text | train | 8 | b2bb210021dbb93166a6b2ff0a5bd83c8a46aa87 | train | tests/unit/small_text/utils/test_clustering.py | train | webis-de/small-text:tests/unit/small_text/utils/test_clustering.py | 58 | 8 | self.assertEqual | test_init_kmeans_plusplus_safe_duplicate_indices_warning_suppressed | import unittest
import numpy as np
from unittest.mock import patch
from small_text.utils.clustering import init_kmeans_plusplus_safe
class ClusteringTest(unittest.TestCase):
@patch('small_text.utils.clustering.warnings.warn')
@patch('small_text.utils.clustering.choice')
@patch('small_text.utils.cluster... | centers.shape) | added | 53facd669d5963f735457c7ca33006eb70fdc0353b6838efe36161290c0ce306 | self.assertEqual|test_init_kmeans_plusplus_safe_duplicate_indices_warning_suppressed|import unittest import numpy as np from unittest.mock import patch from small_text.utils.clustering import init_kmeans_plusplus_safe class ClusteringTest(unittest.TestCase): @patch('small_text.utils.clustering.warnings.warn') @patch('s... | null | null | null |
webis-de/small-text | train | 8 | b2bb210021dbb93166a6b2ff0a5bd83c8a46aa87 | train | tests/unit/small_text/utils/test_clustering.py | train | webis-de/small-text:tests/unit/small_text/utils/test_clustering.py | 59 | 8 | self.assertEqual | test_init_kmeans_plusplus_safe_duplicate_indices_warning_suppressed | import unittest
import numpy as np
from unittest.mock import patch
from small_text.utils.clustering import init_kmeans_plusplus_safe
class ClusteringTest(unittest.TestCase):
@patch('small_text.utils.clustering.warnings.warn')
@patch('small_text.utils.clustering.choice')
@patch('small_text.utils.cluster... | indices.shape[0]) | added | 616c79cf7ec74152a1525c4eceb9a7bd95abcd8ae5ce1ec13e867a54e7fe6308 | self.assertEqual|test_init_kmeans_plusplus_safe_duplicate_indices_warning_suppressed|import unittest import numpy as np from unittest.mock import patch from small_text.utils.clustering import init_kmeans_plusplus_safe class ClusteringTest(unittest.TestCase): @patch('small_text.utils.clustering.warnings.warn') @patch('s... | null | null | null |
webis-de/small-text | train | 9 | b61c4b592529fb2c63cb29e5d264794fcab10230 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 189 | 8 | self.assertEqual | test_least_confidence_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
from small_text.query_strategies import EmptyPoolException, PoolE... | str(strategy)) | modified | d21439ec1a5226160afb8450f0909412330dee89969ec435e73e6fc8d3288304 | self.assertEqual|test_least_confidence_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 from small_text.query_str... | str(strategy)) | 187 | 8 |
webis-de/small-text | train | 9 | b61c4b592529fb2c63cb29e5d264794fcab10230 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 325 | 8 | self.assertEqual | test_default_query | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import EmptyPoolException, PoolE... | len(indices)) | added | f4248db965ca0b566a18eb0167da7a1d37da85f6a658cf4e0e237d3204e017d4 | self.assertEqual|test_default_query|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies... | null | null | null |
webis-de/small-text | train | 9 | b61c4b592529fb2c63cb29e5d264794fcab10230 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 405 | 8 | self.assertEqual | test_str | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import EmptyPoolException, PoolE... | str(query_strategy)) | added | 4acf77508803791c81c7b309c4560ff79b58f2e777517b4efaee32b5b5e4408c | self.assertEqual|test_str|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import Em... | null | null | null |
webis-de/small-text | train | 9 | b61c4b592529fb2c63cb29e5d264794fcab10230 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 409 | 8 | self.assertEqual | test_str_with_normalize_false | 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
from small_text.query_strategies import EmptyPoolException, PoolE... | str(query_strategy)) | added | ab3128fb5aa8d722c0c2c9fddefd5f64b7bec5b8856cb3c5983134b223c024a5 | self.assertEqual|test_str_with_normalize_false|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 from small_text.query... | null | null | null |
webis-de/small-text | train | 10 | a77b4b3af2c9d62ff2692ceff827ec8a29d7ee2c | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 100 | 8 | assert_* | _test_initialize_data | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from small_text.active_learner import (PoolBasedActiveLearner,
ActiveLearner, AbstractPoolBasedActiveLearner)
from small_text.exceptions import Learne... | active_learner.y) | added | 66dd1a4f3fac9e2b2c50a9666ed1b66761e2da058f80df53b9c788cafcdcadd8 | assert_*|_test_initialize_data|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions import LearnerNotInitia... | null | null | null |
webis-de/small-text | train | 10 | a77b4b3af2c9d62ff2692ceff827ec8a29d7ee2c | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 176 | 13 | self.assertRaises | test_query_with_custom_representation_invalid | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from small_text.active_learner import (PoolBasedActiveLearner,
ActiveLearner, AbstractPoolBasedActiveLearner)
from small_text.exceptions import Learne... | ValueError) | added | 4bd42bf18950d8aebf515c36bfbfb6f1ba8cd158fbdebcb3ce6816eeb4113646 | self.assertRaises|test_query_with_custom_representation_invalid|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.e... | null | null | null |
webis-de/small-text | train | 10 | a77b4b3af2c9d62ff2692ceff827ec8a29d7ee2c | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 241 | 12 | assert_* | test_update_with_ignored_samples | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from small_text.active_learner import (PoolBasedActiveLearner,
ActiveLearner, AbstractPoolBasedActiveLearner)
from small_text.exceptions import Learne... | active_learner.x_indices_labeled) | added | 79717317e0cb9b19fdfee31bcaf46c1fedbac9e768137deca5cbd8086ea11184 | assert_*|test_update_with_ignored_samples|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions import Learn... | null | null | null |
webis-de/small-text | train | 10 | a77b4b3af2c9d62ff2692ceff827ec8a29d7ee2c | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 498 | 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 small_text.active_learner import (PoolBasedActiveLearner,
ActiveLearner, AbstractPoolBasedActiveLearner)
from small_text.exceptions import Learne... | active_learner.y.shape[0]) | added | d1b017368aecf69f15f0c333be90fd33038496ac3ff1d576417c5c4cf5bac2f4 | 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 small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions... | null | null | null |
webis-de/small-text | train | 11 | 3fdb1290b9b6baa5654e38b708a45183ef50a236 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 140 | 8 | assert_* | test_query | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from small_text.active_learner import (PoolBasedActiveLearner,
ActiveLearner, AbstractPoolBasedActiveLearner)
from small_text.exceptions import Learne... | y_initial) | modified | ba18befd8519f9d5e2b909ce6ce3ae4ac0a56e216f87c173bdce4c0c94731fcf | assert_*|test_query|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions import LearnerNotInitializedExcept... | y_initial) | 140 | 8 |
webis-de/small-text | train | 11 | 3fdb1290b9b6baa5654e38b708a45183ef50a236 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 158 | 8 | assert_* | test_query_with_custom_representation | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from small_text.active_learner import (PoolBasedActiveLearner,
ActiveLearner, AbstractPoolBasedActiveLearner)
from small_text.exceptions import Learne... | y_initial) | modified | 9df223a7dc64e6f7130733b4bb747ca27177a768cf16b92961a55554ae57e203 | assert_*|test_query_with_custom_representation|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions import ... | y_initial) | 158 | 8 |
webis-de/small-text | train | 11 | 3fdb1290b9b6baa5654e38b708a45183ef50a236 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 176 | 13 | self.assertRaises | test_query_with_custom_representation_invalid | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from small_text.active_learner import (PoolBasedActiveLearner,
ActiveLearner, AbstractPoolBasedActiveLearner)
from small_text.exceptions import Learne... | ValueError) | modified | 7a88b762ee24baae73891c088a22c56aa7b881b677881ec3582dc9d7c68bf8e4 | self.assertRaises|test_query_with_custom_representation_invalid|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.e... | ValueError) | 176 | 13 |
webis-de/small-text | train | 11 | 3fdb1290b9b6baa5654e38b708a45183ef50a236 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 266 | 12 | assert_* | test_update_with_only_ignored_samples | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from small_text.active_learner import (PoolBasedActiveLearner,
ActiveLearner, AbstractPoolBasedActiveLearner)
from small_text.exceptions import Learne... | active_learner.x_indices_labeled) | modified | 7bd659eaca6972b7c073b5f7dd0758bd8a11fa27f5002b8f5e7e1b0644d3b52e | assert_*|test_update_with_only_ignored_samples|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions import ... | active_learner.x_indices_labeled) | 266 | 12 |
webis-de/small-text | train | 12 | 26a2cee16f29a513fb6cf81bf83486f8a51b899e | 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 | 40 | 13 | self.assertRaises | test_embed_model_not_fitted | import unittest
import pytest
from unittest.mock import patch
from parameterized import parameterized_class
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import twenty_news_transformers
from tests.utils.testing import assert_array_not_equal
try:
import tor... | ValueError) | added | b6c02251d2096bdc12659a05535e6117656920f6bf8f868bf40f412a5704b8d0 | self.assertRaises|test_embed_model_not_fitted|import unittest import pytest from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import ... | null | null | null |
webis-de/small-text | train | 12 | 26a2cee16f29a513fb6cf81bf83486f8a51b899e | 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 | 57 | 8 | self.assertEqual | test_embed | import unittest
import pytest
from unittest.mock import patch
from parameterized import parameterized_class
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import twenty_news_transformers
from tests.utils.testing import assert_array_not_equal
try:
import tor... | len(embeddings.shape)) | added | 623866b20d816ad83773216636a9e946c94f795b0e2920d24e8c30328df83a9c | self.assertEqual|test_embed|import unittest import pytest from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import assert_array_not_e... | null | null | null |
webis-de/small-text | train | 12 | 26a2cee16f29a513fb6cf81bf83486f8a51b899e | 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 | 81 | 8 | self.assertEqual | test_embed_with_layer_index | import unittest
import pytest
from unittest.mock import patch
from parameterized import parameterized_class
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import twenty_news_transformers
from tests.utils.testing import assert_array_not_equal
try:
import tor... | len(embedding_two.shape)) | added | d9777081351722db4d1d567e8395edb4b09ac5743761fc4211a1b2d500ba78f4 | self.assertEqual|test_embed_with_layer_index|import unittest import pytest from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import a... | null | null | null |
webis-de/small-text | train | 12 | 26a2cee16f29a513fb6cf81bf83486f8a51b899e | 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 | 82 | 8 | self.assertEqual | test_embed_with_layer_index | import unittest
import pytest
from unittest.mock import patch
from parameterized import parameterized_class
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import twenty_news_transformers
from tests.utils.testing import assert_array_not_equal
try:
import tor... | embedding_one.shape[0]) | added | d260904f7766071348fab5ad0a7c13bfcd25c5565ba87ce82cda898c42736afa | self.assertEqual|test_embed_with_layer_index|import unittest import pytest from unittest.mock import patch from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import twenty_news_transformers from tests.utils.testing import a... | null | null | null |
webis-de/small-text | train | 13 | 072bd298d649d0289a768c9c49ed077773a1ed3c | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 19 | 8 | self.assertEqual | test_lightweight_coreset | import unittest
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (EmptyPoolException,
lightweight_coreset,
LightweightCoreset)
from tests.unit.small_text.query_str... | indices.shape[0]) | added | cf19a2f642df537ba9df16067e1f9d5c784e9289d17c48af7f6aa6646a0141ce | self.assertEqual|test_lightweight_coreset|import unittest import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import (EmptyPoolException, lightweight_coreset, LightweightCoreset) from tests.unit.small_text.query_strategies.test_strategies import (DEFAULT_QU... | null | null | null |
webis-de/small-text | train | 13 | 072bd298d649d0289a768c9c49ed077773a1ed3c | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 47 | 8 | self.assertEqual | test_simple_query | import unittest
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (EmptyPoolException,
lightweight_coreset,
LightweightCoreset)
from tests.unit.small_text.query_str... | len(indices)) | added | 7f47a2890a888be0e7de1ecd70020bad29c5ffc0e45f078793324a8a129ffd9e | self.assertEqual|test_simple_query|import unittest import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import (EmptyPoolException, lightweight_coreset, LightweightCoreset) from tests.unit.small_text.query_strategies.test_strategies import (DEFAULT_QUERY_SIZ... | null | null | null |
webis-de/small-text | train | 13 | 072bd298d649d0289a768c9c49ed077773a1ed3c | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 62 | 8 | self.assertEqual | test_query_takes_remaining_pool | import unittest
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (EmptyPoolException,
lightweight_coreset,
LightweightCoreset)
from tests.unit.small_text.query_str... | len(indices)) | added | abef756624d9c3342a21b626d7b584e10ef8bbea28a5c784725c3a722cde75b0 | self.assertEqual|test_query_takes_remaining_pool|import unittest import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import (EmptyPoolException, lightweight_coreset, LightweightCoreset) from tests.unit.small_text.query_strategies.test_strategies import (DEF... | null | null | null |
webis-de/small-text | train | 13 | 072bd298d649d0289a768c9c49ed077773a1ed3c | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 82 | 13 | self.assertRaises | test_lightweight_coreset_empty_pool | import unittest
import numpy as np
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (EmptyPoolException,
lightweight_coreset,
LightweightCoreset)
from tests.unit.small_text.query_str... | EmptyPoolException) | added | 61237c0d6323810c9616188e8d119855e6006650ac8a3280f1eddf8ff20577e7 | self.assertRaises|test_lightweight_coreset_empty_pool|import unittest import numpy as np from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import (EmptyPoolException, lightweight_coreset, LightweightCoreset) from tests.unit.small_text.query_strategies.test_strategies import... | null | null | null |
webis-de/small-text | train | 13 | 072bd298d649d0289a768c9c49ed077773a1ed3c | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 65 | 8 | self.assertEqual | test_default_query | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import EmptyPoolException, PoolE... | len(indices)) | modified | e1eaa06936fdf9a2c215ebd0cdf7f7fb52b6efcca732f0b2f7d8db8fa4da20d7 | self.assertEqual|test_default_query|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies... | len(indices)) | 67 | 8 |
webis-de/small-text | train | 13 | 072bd298d649d0289a768c9c49ed077773a1ed3c | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 204 | 8 | assert_* | test_least_confidence_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
from small_text.query_strategies import EmptyPoolException, PoolE... | indicies) | modified | 34945f80258562f7a3c8fc77508cd2fb2038d299ad2f3ccf47d2bcdb1cab5a6c | assert_*|test_least_confidence_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 from small_text.query_strategi... | indicies) | 206 | 8 |
webis-de/small-text | train | 13 | 072bd298d649d0289a768c9c49ed077773a1ed3c | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 260 | 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
from small_text.query_strategies import EmptyPoolException, PoolE... | strategy.scores_) | modified | 16d6294e316898d51ffa3a127d0a5c62cde1f588dbf35891bfb2da910636b8ca | 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 from small_text.query_strate... | strategy.scores_) | 262 | 8 |
webis-de/small-text | train | 13 | 072bd298d649d0289a768c9c49ed077773a1ed3c | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 357 | 8 | self.assertIsNotNone | test_sample | 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
from small_text.query_strategies import EmptyPoolException, PoolE... | indices) | added | 5cf030edbd52e97e0ed19c943aa42f447efc314b0d03daab549ebc9be9e21716 | self.assertIsNotNone|test_sample|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 from small_text.query_strategies im... | null | null | null |
webis-de/small-text | train | 14 | 86176d9d5e80af98968f96ec950cc43c63175408 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 30 | 13 | self.assertRaises | test_lightweight_coreset_query_with_overlarge_n | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (EmptyPoolException,
lightweight_coreset,
Lightweigh... | ValueError) | modified | be0ac5d6b6d4f38d33f349f7ad8a04ea57703b1fd35508204b79ba0e76098cca | self.assertRaises|test_lightweight_coreset_query_with_overlarge_n|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import (EmptyPoolException, lightweight_coreset, LightweightCoreset) from tes... | ValueError) | 28 | 13 |
webis-de/small-text | train | 14 | 86176d9d5e80af98968f96ec950cc43c63175408 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 77 | 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.query_strategies import (EmptyPoolException,
lightweight_coreset,
Lightweigh... | str(strategy)) | added | dac0109ff8cf8032c8615925aa4414c6659aa98afd15cfc99a26a0ab07f0e1ad | 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.query_strategies import (EmptyPoolException, lightweight_coreset, LightweightCoreset) from tests.unit.small_text.q... | null | null | null |
webis-de/small-text | train | 14 | 86176d9d5e80af98968f96ec950cc43c63175408 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 81 | 8 | self.assertEqual | test_lightweight_coreset_query_default | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (EmptyPoolException,
lightweight_coreset,
Lightweigh... | len(indices)) | added | 6a5a1bac2c53b238124806922ef041e31bbcb5df3d0f3fe8d13d1434decfb526 | self.assertEqual|test_lightweight_coreset_query_default|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import (EmptyPoolException, lightweight_coreset, LightweightCoreset) from tests.unit.sm... | null | null | null |
webis-de/small-text | train | 14 | 86176d9d5e80af98968f96ec950cc43c63175408 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 92 | 13 | self.assertRaises | test_lightweight_coreset_empty_pool | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (EmptyPoolException,
lightweight_coreset,
Lightweigh... | EmptyPoolException) | added | ec1c2d6ca77290f16927cdef8adbd6b8e59adacc16b8901d0b1fd152fedb70b5 | self.assertRaises|test_lightweight_coreset_empty_pool|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import (EmptyPoolException, lightweight_coreset, LightweightCoreset) from tests.unit.smal... | null | null | null |
webis-de/small-text | train | 14 | 86176d9d5e80af98968f96ec950cc43c63175408 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 407 | 8 | self.assertIsNotNone | test_sample_with_fallback | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import EmptyPoolException, PoolE... | indices) | modified | 352246f5d9fd3680b7efa4665eff0ca0fc00b08f4bca1eba46278ec77a5d48de | self.assertIsNotNone|test_sample_with_fallback|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query... | indices) | 408 | 8 |
webis-de/small-text | train | 14 | 86176d9d5e80af98968f96ec950cc43c63175408 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 408 | 8 | self.assertEqual | test_sample_with_fallback | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import EmptyPoolException, PoolE... | indices.shape[0]) | modified | 020779cce30fe0bba471f80f55389421bc2b1d2b277898a3a0bd13f14134da68 | self.assertEqual|test_sample_with_fallback|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_str... | indices.shape[0]) | 409 | 8 |
webis-de/small-text | train | 15 | e263f2c326ded1cd729cc3ef84e722dc2639b4d7 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 59 | 8 | self.assertEqual | test_simple_query | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (EmptyPoolException,
greedy_coreset,
GreedyCoreset,
... | len(indices)) | added | c257c0e943cbfb2afed933ceb9d4aae9857a8aecb1ee3544ca933e4ca965b15f | self.assertEqual|test_simple_query|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import (EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_coreset, LightweightCoreset) from tes... | null | null | null |
webis-de/small-text | train | 15 | e263f2c326ded1cd729cc3ef84e722dc2639b4d7 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 79 | 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.query_strategies import (EmptyPoolException,
greedy_coreset,
GreedyCoreset,
... | str(strategy)) | added | 7999ff9ea12f900b49333489cbc216aac98b475c5f15ac67ee1dd3ff3f1558cf | 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.query_strategies import (EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_coreset, LightweightCorese... | null | null | null |
webis-de/small-text | train | 15 | e263f2c326ded1cd729cc3ef84e722dc2639b4d7 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 83 | 8 | self.assertEqual | test_lightweight_coreset_query_default | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (EmptyPoolException,
greedy_coreset,
GreedyCoreset,
... | len(indices)) | added | 695e6118890513a448cf41a5eacf8167d4d2da27faef896bfaca00283c3f93da | self.assertEqual|test_lightweight_coreset_query_default|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import (EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_coreset, Lightwe... | null | null | null |
webis-de/small-text | train | 15 | e263f2c326ded1cd729cc3ef84e722dc2639b4d7 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 94 | 13 | self.assertRaises | test_lightweight_coreset_empty_pool | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (EmptyPoolException,
greedy_coreset,
GreedyCoreset,
... | EmptyPoolException) | added | dceaaac132b043e3e81abc6b23d6f7de563f2f0a821debd78f3c5ea0ef263c87 | self.assertRaises|test_lightweight_coreset_empty_pool|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import (EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_coreset, Lightweig... | null | null | null |
webis-de/small-text | train | 16 | a17a3ec0ffce2b50e32b9f0e50627e833b7d2325 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 109 | 8 | self.assertEqual | test_random_sampling_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
from small_text.query_strategies import EmptyPoolException, PoolE... | len(indices)) | modified | faafa63be44fab1a5d82b1b843a8b5754fdef0f50c94afadbf995014b25e41b1 | self.assertEqual|test_random_sampling_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 from small_text.... | len(indices)) | 109 | 8 |
webis-de/small-text | train | 16 | a17a3ec0ffce2b50e32b9f0e50627e833b7d2325 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 259 | 8 | self.assertIsNotNone | test_prediction_entropy_binary | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import EmptyPoolException, PoolE... | strategy.scores_) | modified | 70c38a4c62ba1ddbef827f90c392441c69e1a917e59e32803c8d6f2f9d7fdefd | self.assertIsNotNone|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 from small_text.... | strategy.scores_) | 259 | 8 |
webis-de/small-text | train | 16 | a17a3ec0ffce2b50e32b9f0e50627e833b7d2325 | 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_str_with_normalize_false | 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
from small_text.query_strategies import EmptyPoolException, PoolE... | str(query_strategy)) | modified | 644393b33a025fe67633b469a3c345c3ebb5dd4a34ea4d43868c65d9087fa24a | self.assertEqual|test_str_with_normalize_false|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 from small_text.query... | str(query_strategy)) | 335 | 8 |
webis-de/small-text | train | 16 | a17a3ec0ffce2b50e32b9f0e50627e833b7d2325 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 383 | 8 | self.assertEqual | test_sample_with_normalize_false | 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
from small_text.query_strategies import EmptyPoolException, PoolE... | indices.shape[0]) | modified | 2b750449ec828427bf26ea80abf9221da9b5bcece06a658078f02eaec952a7d9 | self.assertEqual|test_sample_with_normalize_false|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 from small_text.qu... | indices.shape[0]) | 383 | 8 |
webis-de/small-text | train | 17 | 37b8f012e02367ca287136e3ea04d6d8bd15ce06 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 51 | 8 | self.assertEqual | test_simple_query | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (EmptyPoolException,
greedy_coreset,
GreedyCoreset,
... | len(indices)) | added | 1f5cd186313526a062df430045621063a9f710961f89138299cb1c5c22902389 | self.assertEqual|test_simple_query|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import (EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_coreset, LightweightCoreset) from tes... | null | null | null |
webis-de/small-text | train | 17 | 37b8f012e02367ca287136e3ea04d6d8bd15ce06 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 86 | 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.query_strategies import (EmptyPoolException,
greedy_coreset,
GreedyCoreset,
... | EmptyPoolException) | added | 1f82903edaeaceb523f3d8ba8a99d66ed023a78c4725f5464f1d3237eb4956c7 | 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.query_strategies import (EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_coreset, LightweightCoreset) fro... | null | null | null |
webis-de/small-text | train | 17 | 37b8f012e02367ca287136e3ea04d6d8bd15ce06 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 94 | 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.query_strategies import (EmptyPoolException,
greedy_coreset,
GreedyCoreset,
... | ValueError) | added | ed7a7349edcd30917878ef3132e99e0cd96952c31eb0d9dd67804cd7b9d14f9f | 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.query_strategies import (EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_coreset, LightweightCorese... | null | null | null |
webis-de/small-text | train | 17 | 37b8f012e02367ca287136e3ea04d6d8bd15ce06 | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 156 | 13 | self.assertRaises | test_lightweight_coreset_empty_pool | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import (EmptyPoolException,
greedy_coreset,
GreedyCoreset,
... | EmptyPoolException) | added | 09d9077b675615941ff13684651602342414e6a7471df07bf1c5e11d20978388 | self.assertRaises|test_lightweight_coreset_empty_pool|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import (EmptyPoolException, greedy_coreset, GreedyCoreset, lightweight_coreset, Lightweig... | null | null | null |
webis-de/small-text | train | 17 | 37b8f012e02367ca287136e3ea04d6d8bd15ce06 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 299 | 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
from small_text.query_strategies import EmptyPoolException, PoolE... | str(strategy)) | modified | 93dabc6c69951ca5bc75ec22ea0055431b065b0688b1a92e105f4e53654953d5 | 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 from small_text.query_strategi... | str(strategy)) | 296 | 8 |
webis-de/small-text | train | 17 | 37b8f012e02367ca287136e3ea04d6d8bd15ce06 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 303 | 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
from small_text.query_strategies import EmptyPoolException, PoolE... | len(indices)) | modified | 98925b31247b09114385f498ef0ddbd81cf8b67a04556759516db012bc99426b | 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 from small_text.quer... | len(indices)) | 300 | 8 |
webis-de/small-text | train | 17 | 37b8f012e02367ca287136e3ea04d6d8bd15ce06 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 314 | 13 | self.assertRaises | test_subsampling_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
from small_text.query_strategies import EmptyPoolException, PoolE... | EmptyPoolException) | modified | dda45d4fb9e7e74c5fa01f4aa40b0a38a7e21e87a17a2d42d8a9627f31601e00 | self.assertRaises|test_subsampling_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 from small_text.query_... | EmptyPoolException) | 311 | 13 |
webis-de/small-text | train | 17 | 37b8f012e02367ca287136e3ea04d6d8bd15ce06 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 385 | 8 | self.assertIsNotNone | test_sample_with_normalize_false | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import EmptyPoolException, PoolE... | indices) | modified | 7fdd6748ca5bd67ef7ecd59b0389eed59a43502c5bd970b15c665036a0fa1038 | self.assertIsNotNone|test_sample_with_normalize_false|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_tex... | indices) | 382 | 8 |
webis-de/small-text | train | 18 | 0f2bae6f46d17d215ed808c60d6456655492bc2b | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 23 | 8 | self.assertEqual | test_predict_on_empty_data | import unittest
import numpy as np
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataSet
from tests.utils.datasets import random_sklearn_dataset
class _ClassifierBaseFunctionalityTest(object):
def _get_clf(self):
... | predictions.shape[0]) | added | 5c4f9a6ce137df93f778c0ebb00dba29dcce57ac51323fb15d6232ee298fd172 | self.assertEqual|test_predict_on_empty_data|import unittest import numpy as np from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import SklearnDataSet from tests.utils.datasets import random_sklearn_dataset class _ClassifierBaseFunctionalityTe... | null | null | null |
webis-de/small-text | train | 18 | 0f2bae6f46d17d215ed808c60d6456655492bc2b | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 34 | 8 | self.assertEqual | test_predict_proba_on_empty_data | import unittest
import numpy as np
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataSet
from tests.utils.datasets import random_sklearn_dataset
class _ClassifierBaseFunctionalityTest(object):
def _get_clf(self):
... | predictions.shape[0]) | added | 3192187c1b1610e760801b5663635ceafbf3ab7f493b49d9d9d24a0980744fae | self.assertEqual|test_predict_proba_on_empty_data|import unittest import numpy as np from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import SklearnDataSet from tests.utils.datasets import random_sklearn_dataset class _ClassifierBaseFunctiona... | null | null | null |
webis-de/small-text | train | 18 | 0f2bae6f46d17d215ed808c60d6456655492bc2b | train | tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | 62 | 8 | self.assertTrue | test_predict_proba_on_empty_data | import pytest
import unittest
import numpy as np
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_text_classification_dataset
try:
import torch
from small_text.integrations.pytorch.datasets import PytorchTextC... | np.issubdtype(proba.dtype, np.float)) | added | 17beb96028cddbf9b541bb4efb8df11241392466d496e6879d7fc2979582746a | self.assertTrue|test_predict_proba_on_empty_data|import pytest import unittest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_text_classification_dataset try: import torch from small_text.integrations... | null | null | null |
webis-de/small-text | train | 18 | 0f2bae6f46d17d215ed808c60d6456655492bc2b | train | tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | 81 | 8 | self.assertEqual | test_default_init | import pytest
import unittest
import numpy as np
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_text_classification_dataset
try:
import torch
from small_text.integrations.pytorch.datasets import PytorchTextC... | clf.device) | added | cea19f5efa954b549d8c81f1bcef7a04fd318cff04a1d3c1a8f77c88f9429c81 | self.assertEqual|test_default_init|import pytest import unittest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_text_classification_dataset try: import torch from small_text.integrations.pytorch.datas... | null | null | null |
webis-de/small-text | train | 18 | 0f2bae6f46d17d215ed808c60d6456655492bc2b | train | tests/unit/small_text/integrations/transformers/classifiers/test_base.py | val | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_base.py | 31 | 8 | self.assertEqual | test_predict_on_empty_data | import pytest
import unittest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_transformer_dataset
try:
import torch
from small_text.integrations.transformers.datasets import TransformersDataset
from small_text.integra... | predictions.shape[0]) | added | 11f4c1cbaef84108b7b422aaece0b21b0a423596d839e2773e1fd4f08ed5078f | self.assertEqual|test_predict_on_empty_data|import pytest import unittest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_transformer_dataset try: import torch from small_text.integrations.transformers.datasets import TransformersDat... | null | null | null |
webis-de/small-text | train | 18 | 0f2bae6f46d17d215ed808c60d6456655492bc2b | train | tests/unit/small_text/integrations/transformers/classifiers/test_base.py | val | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_base.py | 44 | 8 | self.assertTrue | test_predict_proba_on_empty_data | import pytest
import unittest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_transformer_dataset
try:
import torch
from small_text.integrations.transformers.datasets import TransformersDataset
from small_text.integra... | np.issubdtype(proba.dtype, np.float)) | added | 9527b79b68dafbde3e23cbc799f4a672877e0c23da84eb85bb3832ebba195aa4 | self.assertTrue|test_predict_proba_on_empty_data|import pytest import unittest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_transformer_dataset try: import torch from small_text.integrations.transformers.datasets import Transforme... | null | null | null |
webis-de/small-text | train | 18 | 0f2bae6f46d17d215ed808c60d6456655492bc2b | train | tests/utils/datasets.py | train | webis-de/small-text:tests/utils/datasets.py | 67 | 4 | assert | import numpy as np
from collections import Counter
from scipy import sparse
from sklearn.datasets import fetch_20newsgroups
from small_text.data.datasets import SklearnDataSet
try:
import torch
from torchtext.vocab import Vocab
from small_text.integrations.pytorch.datasets import PytorchTextClassificati... | '<unk>' | modified | bcb3c6d04a7fee9aff71000574b443f4cd1ab887fb3117a06cd3ecb48ddd1693 | assert||import numpy as np from collections import Counter from scipy import sparse from sklearn.datasets import fetch_20newsgroups from small_text.data.datasets import SklearnDataSet try: import torch from torchtext.vocab import Vocab from small_text.integrations.pytorch.datasets import PytorchTextClassificationDatase... | '<unk>' | 64 | 4 | |
webis-de/small-text | train | 18 | 0f2bae6f46d17d215ed808c60d6456655492bc2b | train | tests/utils/datasets.py | train | webis-de/small-text:tests/utils/datasets.py | 68 | 4 | assert | import numpy as np
from collections import Counter
from scipy import sparse
from sklearn.datasets import fetch_20newsgroups
from small_text.data.datasets import SklearnDataSet
try:
import torch
from torchtext.vocab import Vocab
from small_text.integrations.pytorch.datasets import PytorchTextClassificati... | '<pad>' | modified | 281efa1cfebcbae5a3ab500223636a3a75764a4d9c8eecfdc8828ccaa420234e | assert||import numpy as np from collections import Counter from scipy import sparse from sklearn.datasets import fetch_20newsgroups from small_text.data.datasets import SklearnDataSet try: import torch from torchtext.vocab import Vocab from small_text.integrations.pytorch.datasets import PytorchTextClassificationDatase... | '<pad>' | 65 | 4 | |
webis-de/small-text | train | 19 | c14e54776b45e3dc9608136082c5ea516876cfeb | train | tests/integration/classifiers/test_svm.py | train | webis-de/small-text:tests/integration/classifiers/test_svm.py | 29 | 8 | self.assertTrue | test_predict_binary | import unittest
from sklearn.datasets import fetch_20newsgroups
from sklearn.feature_extraction.text import CountVectorizer
from small_text.classifiers import ConfidenceEnhancedLinearSVC
class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase):
def _get_20news_vectors(self, categories=None):
... | all((y_pred == 0) | (y_pred == 1))) | modified | 3deb6f5796b0ffe566d2955d2fe9321097428dc8bb1ed9de11b91fbc29ddf4cb | self.assertTrue|test_predict_binary|import unittest from sklearn.datasets import fetch_20newsgroups from sklearn.feature_extraction.text import CountVectorizer from small_text.classifiers import ConfidenceEnhancedLinearSVC class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase): def _get_20news_vectors(self... | all((y_pred == 0) | (y_pred == 1))) | 29 | 8 |
webis-de/small-text | train | 19 | c14e54776b45e3dc9608136082c5ea516876cfeb | train | tests/integration/classifiers/test_svm.py | train | webis-de/small-text:tests/integration/classifiers/test_svm.py | 59 | 8 | self.assertEqual | test_predict_multiclass | import unittest
from sklearn.datasets import fetch_20newsgroups
from sklearn.feature_extraction.text import CountVectorizer
from small_text.classifiers import ConfidenceEnhancedLinearSVC
class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase):
def _get_20news_vectors(self, categories=None):
... | y_pred.shape[0]) | modified | 3f740e3e75b7443f47ad84810efadc72dfe2ce32b534349fc1df3ccb5b96537f | self.assertEqual|test_predict_multiclass|import unittest from sklearn.datasets import fetch_20newsgroups from sklearn.feature_extraction.text import CountVectorizer from small_text.classifiers import ConfidenceEnhancedLinearSVC class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase): def _get_20news_vectors... | y_pred.shape[0]) | 59 | 8 |
webis-de/small-text | train | 19 | c14e54776b45e3dc9608136082c5ea516876cfeb | train | tests/integration/classifiers/test_svm.py | train | webis-de/small-text:tests/integration/classifiers/test_svm.py | 73 | 8 | self.assertTrue | test_predict_multiclass_with_probas | import unittest
from sklearn.datasets import fetch_20newsgroups
from sklearn.feature_extraction.text import CountVectorizer
from small_text.classifiers import ConfidenceEnhancedLinearSVC
class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase):
def _get_20news_vectors(self, categories=None):
... | all((y_pred >= 0) & (y_pred <= 2))) | modified | a251819ecd8372de64bf82ac65a63b998d6cb36ebbc9037f9be702a75aa17649 | self.assertTrue|test_predict_multiclass_with_probas|import unittest from sklearn.datasets import fetch_20newsgroups from sklearn.feature_extraction.text import CountVectorizer from small_text.classifiers import ConfidenceEnhancedLinearSVC class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase): def _get_20n... | all((y_pred >= 0) & (y_pred <= 2))) | 73 | 8 |
webis-de/small-text | train | 19 | c14e54776b45e3dc9608136082c5ea516876cfeb | train | tests/integration/classifiers/test_svm.py | train | webis-de/small-text:tests/integration/classifiers/test_svm.py | 89 | 8 | self.assertEqual | test_predict_proba_binary | import unittest
from sklearn.datasets import fetch_20newsgroups
from sklearn.feature_extraction.text import CountVectorizer
from small_text.classifiers import ConfidenceEnhancedLinearSVC
class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase):
def _get_20news_vectors(self, categories=None):
... | len(proba.shape)) | modified | ac136bf7cdf43ca636428562d070f78d6144aafdd06ae93d36fa621a387e4ce0 | self.assertEqual|test_predict_proba_binary|import unittest from sklearn.datasets import fetch_20newsgroups from sklearn.feature_extraction.text import CountVectorizer from small_text.classifiers import ConfidenceEnhancedLinearSVC class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase): def _get_20news_vecto... | len(proba.shape)) | 89 | 8 |
webis-de/small-text | train | 20 | 6917e7a2b2c0aa8893b45283d592c356c0ba48be | train | tests/unit/small_text/integrations/transformers/classifiers/test_base.py | val | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_base.py | 30 | 8 | self.assertEqual | test_predict_on_empty_data | import pytest
import unittest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.transformers.datasets import TransformersDataset
from small_text.integrations.transformers.classifiers import TransformerBasedClassi... | predictions.shape[0]) | modified | 54805ecd4120d5c0d17d032c3b7e7043d76b72f8b79482e88440c3b93ec0c1d9 | self.assertEqual|test_predict_on_empty_data|import pytest import unittest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.transformers.datasets import TransformersDataset from small_text.integrations.transformers.classifiers i... | predictions.shape[0]) | 31 | 8 |
webis-de/small-text | train | 20 | 6917e7a2b2c0aa8893b45283d592c356c0ba48be | train | tests/unit/small_text/integrations/transformers/classifiers/test_base.py | val | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_base.py | 31 | 8 | self.assertTrue | test_predict_on_empty_data | import pytest
import unittest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.transformers.datasets import TransformersDataset
from small_text.integrations.transformers.classifiers import TransformerBasedClassi... | np.issubdtype(predictions.dtype, np.integer)) | modified | f7d6bb3512d579d5bae90135ddac2d549f3f21a19bf6c46080cb9cce75b16ce5 | self.assertTrue|test_predict_on_empty_data|import pytest import unittest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.transformers.datasets import TransformersDataset from small_text.integrations.transformers.classifiers im... | np.issubdtype(predictions.dtype, np.integer)) | 32 | 8 |
webis-de/small-text | train | 20 | 6917e7a2b2c0aa8893b45283d592c356c0ba48be | train | tests/unit/small_text/integrations/transformers/classifiers/test_base.py | val | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_base.py | 40 | 8 | self.assertEqual | test_predict_proba_on_empty_data | import pytest
import unittest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.transformers.datasets import TransformersDataset
from small_text.integrations.transformers.classifiers import TransformerBasedClassi... | predictions.shape[0]) | modified | 18d52c6150a2ad65bb769fbb57dad6751ec0e49974337bb605bf097db74465fa | self.assertEqual|test_predict_proba_on_empty_data|import pytest import unittest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.transformers.datasets import TransformersDataset from small_text.integrations.transformers.classif... | predictions.shape[0]) | 41 | 8 |
webis-de/small-text | train | 20 | 6917e7a2b2c0aa8893b45283d592c356c0ba48be | train | tests/unit/small_text/integrations/transformers/classifiers/test_base.py | val | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_base.py | 41 | 8 | self.assertTrue | test_predict_proba_on_empty_data | import pytest
import unittest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.transformers.datasets import TransformersDataset
from small_text.integrations.transformers.classifiers import TransformerBasedClassi... | np.issubdtype(predictions.dtype, np.integer)) | modified | 210e7cda9ecba9113ed9563e15f0de7d3a535a5db1bf35c2e1fbd5a76b460077 | self.assertTrue|test_predict_proba_on_empty_data|import pytest import unittest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.transformers.datasets import TransformersDataset from small_text.integrations.transformers.classifi... | np.issubdtype(predictions.dtype, np.integer)) | 42 | 8 |
webis-de/small-text | train | 21 | 73bc944615e2c7b47ae3690303c5fe282d6939c6 | train | tests/integration/small_text/integrations/pytorch/test_model_selection.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_model_selection.py | 27 | 8 | self.assertFalse | test_metric_init | import tempfile
import unittest
import pytest
from pathlib import Path
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.models.kimcnn import KimCNN
from small_text.integrations.pytorch.model_selection import Metric, PytorchModelSelection
... | metric.lower_is_better) | modified | 6f6c494406e1895c635f92e1ce43d610f8d86dd4e0211feda0ab4dea39ab71d2 | self.assertFalse|test_metric_init|import tempfile import unittest import pytest from pathlib import Path from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.models.kimcnn import KimCNN from small_text.integrations.pytorch.model_selection import Metric, P... | metric.lower_is_better) | 28 | 8 |
webis-de/small-text | train | 21 | 73bc944615e2c7b47ae3690303c5fe282d6939c6 | train | tests/integration/small_text/integrations/pytorch/test_model_selection.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_model_selection.py | 45 | 12 | self.assertIsNotNone | test_model_selection_init | import tempfile
import unittest
import pytest
from pathlib import Path
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.models.kimcnn import KimCNN
from small_text.integrations.pytorch.model_selection import Metric, PytorchModelSelection
... | model_selection.models) | modified | 490cf74d291e393c82800e44bf8fdbede6ba5ef96d659037061ac72225f4e010 | self.assertIsNotNone|test_model_selection_init|import tempfile import unittest import pytest from pathlib import Path from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.models.kimcnn import KimCNN from small_text.integrations.pytorch.model_selection imp... | model_selection.models) | 46 | 12 |
webis-de/small-text | train | 21 | 73bc944615e2c7b47ae3690303c5fe282d6939c6 | train | tests/integration/small_text/integrations/pytorch/test_model_selection.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_model_selection.py | 50 | 17 | self.assertRaises | test_model_selection_init_invalid_type | import tempfile
import unittest
import pytest
from pathlib import Path
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.models.kimcnn import KimCNN
from small_text.integrations.pytorch.model_selection import Metric, PytorchModelSelection
... | ValueError) | modified | f83961f9278aad5287fd10a890c497ed0813eff037d74cb9ca469d1840102fc6 | self.assertRaises|test_model_selection_init_invalid_type|import tempfile import unittest import pytest from pathlib import Path from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.models.kimcnn import KimCNN from small_text.integrations.pytorch.model_sel... | ValueError) | 51 | 17 |
webis-de/small-text | train | 21 | 73bc944615e2c7b47ae3690303c5fe282d6939c6 | train | tests/integration/small_text/integrations/pytorch/test_model_selection.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_model_selection.py | 55 | 17 | self.assertRaises | test_model_selection_init_invalid_metric | import tempfile
import unittest
import pytest
from pathlib import Path
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.models.kimcnn import KimCNN
from small_text.integrations.pytorch.model_selection import Metric, PytorchModelSelection
... | ValueError) | modified | 57cb3f0507dc196e943115c42e562f8b5913792d5fee836b00dfecb6f15809ec | self.assertRaises|test_model_selection_init_invalid_metric|import tempfile import unittest import pytest from pathlib import Path from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.models.kimcnn import KimCNN from small_text.integrations.pytorch.model_s... | ValueError) | 56 | 17 |
webis-de/small-text | train | 22 | 62a0af49bfc5c4f76ab70deebb7819e6c4969dac | train | tests/integration/classifiers/test_svm.py | train | webis-de/small-text:tests/integration/classifiers/test_svm.py | 72 | 8 | self.assertEqual | test_predict_multiclass_with_probas | import unittest
from sklearn.datasets import fetch_20newsgroups
from sklearn.feature_extraction.text import CountVectorizer
from small_text.classifiers import ConfidenceEnhancedLinearSVC
class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase):
def _get_20news_vectors(self, categories=None):
... | y_pred.shape[0]) | modified | a412f78133b7fb6328231ca995d23e7a0f01c805d92854788e83c0e0ecdae8cb | self.assertEqual|test_predict_multiclass_with_probas|import unittest from sklearn.datasets import fetch_20newsgroups from sklearn.feature_extraction.text import CountVectorizer from small_text.classifiers import ConfidenceEnhancedLinearSVC class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase): def _get_20... | y_pred.shape[0]) | 72 | 8 |
webis-de/small-text | train | 22 | 62a0af49bfc5c4f76ab70deebb7819e6c4969dac | train | tests/integration/classifiers/test_svm.py | train | webis-de/small-text:tests/integration/classifiers/test_svm.py | 89 | 8 | self.assertEqual | test_predict_proba_binary | import unittest
from sklearn.datasets import fetch_20newsgroups
from sklearn.feature_extraction.text import CountVectorizer
from small_text.classifiers import ConfidenceEnhancedLinearSVC
class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase):
def _get_20news_vectors(self, categories=None):
... | len(proba.shape)) | modified | 95d7646fe19e7720c6b1b9104c04ab3188a7f37d12403ff6ab839c3d93052893 | self.assertEqual|test_predict_proba_binary|import unittest from sklearn.datasets import fetch_20newsgroups from sklearn.feature_extraction.text import CountVectorizer from small_text.classifiers import ConfidenceEnhancedLinearSVC class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase): def _get_20news_vecto... | len(proba.shape)) | 89 | 8 |
webis-de/small-text | train | 22 | 62a0af49bfc5c4f76ab70deebb7819e6c4969dac | train | tests/integration/classifiers/test_svm.py | train | webis-de/small-text:tests/integration/classifiers/test_svm.py | 90 | 8 | self.assertEqual | test_predict_proba_binary | import unittest
from sklearn.datasets import fetch_20newsgroups
from sklearn.feature_extraction.text import CountVectorizer
from small_text.classifiers import ConfidenceEnhancedLinearSVC
class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase):
def _get_20news_vectors(self, categories=None):
... | proba.shape[0]) | modified | 1ccf1ac80c092bf00bf5c492011ecab6f5895f628e611a076c19a0bc33d1ab93 | self.assertEqual|test_predict_proba_binary|import unittest from sklearn.datasets import fetch_20newsgroups from sklearn.feature_extraction.text import CountVectorizer from small_text.classifiers import ConfidenceEnhancedLinearSVC class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase): def _get_20news_vecto... | proba.shape[0]) | 90 | 8 |
webis-de/small-text | train | 22 | 62a0af49bfc5c4f76ab70deebb7819e6c4969dac | train | tests/integration/classifiers/test_svm.py | train | webis-de/small-text:tests/integration/classifiers/test_svm.py | 105 | 8 | self.assertEqual | test_predict_proba_multiclass | import unittest
from sklearn.datasets import fetch_20newsgroups
from sklearn.feature_extraction.text import CountVectorizer
from small_text.classifiers import ConfidenceEnhancedLinearSVC
class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase):
def _get_20news_vectors(self, categories=None):
... | proba.shape[0]) | modified | 6b8068a212abb01d5f3750ca19508a6ef54d1c29c7d2fd052e771a7be368fb43 | self.assertEqual|test_predict_proba_multiclass|import unittest from sklearn.datasets import fetch_20newsgroups from sklearn.feature_extraction.text import CountVectorizer from small_text.classifiers import ConfidenceEnhancedLinearSVC class ConfidenceEnhancedLinearSVCIntegrationTest(unittest.TestCase): def _get_20news_v... | proba.shape[0]) | 105 | 8 |
webis-de/small-text | train | 22 | 62a0af49bfc5c4f76ab70deebb7819e6c4969dac | 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 | 49 | 8 | self.assertFalse | _simple_exhaustive_active_learning_test | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import trec_dataset
from tests.utils.object_factory import get_initialized_active_learner
try:
import torch
from small_text.integrations.pytorch.classifiers... | dataset[0].x[PytorchTextClassificationDataset.INDEX_TEXT].is_cuda) | modified | 0d341c3f4b0bbca201e9e0131a5b6f2ad11f18e265ce0fe918a3656bc5deec8e | self.assertFalse|_simple_exhaustive_active_learning_test|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import trec_dataset from tests.utils.object_factory import get_initialized_active_learner try: import torch from... | dataset[0].x[PytorchTextClassificationDataset.INDEX_TEXT].is_cuda) | 49 | 8 |
webis-de/small-text | train | 22 | 62a0af49bfc5c4f76ab70deebb7819e6c4969dac | 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 | 59 | 8 | self.assertEqual | _simple_exhaustive_active_learning_test | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import trec_dataset
from tests.utils.object_factory import get_initialized_active_learner
try:
import torch
from small_text.integrations.pytorch.classifiers... | active_learner.x_indices_labeled.shape[0]) | modified | 1b8cd3e711ca3bea5b29898942d0997a204ce12cb477a417c54eb6e5a17e34a2 | self.assertEqual|_simple_exhaustive_active_learning_test|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import trec_dataset from tests.utils.object_factory import get_initialized_active_learner try: import torch from... | active_learner.x_indices_labeled.shape[0]) | 59 | 8 |
webis-de/small-text | train | 23 | 855996b446529c1198d66985cf7f3d3f2da66903 | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 34 | 8 | self.assertEqual | test_predict_proba_on_empty_data | import unittest
import numpy as np
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataset
from tests.utils.datasets import random_sklearn_dataset
class _ClassifierBaseFunctionalityTest(object):
def _get_clf(self):
... | predictions.shape[0]) | modified | ffc1a00b60507bd4663b5d19de886064ff0fae8df7cf884ba830c61e01b455cf | self.assertEqual|test_predict_proba_on_empty_data|import unittest import numpy as np from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import SklearnDataset from tests.utils.datasets import random_sklearn_dataset class _ClassifierBaseFunctiona... | predictions.shape[0]) | 34 | 8 |
webis-de/small-text | train | 23 | 855996b446529c1198d66985cf7f3d3f2da66903 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 168 | 16 | assert_* | test_indexing_mutability | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from small_text.data.datasets import SklearnDataset, DatasetView
from small_text.data.datasets import split_data
from small_text.data.exceptions import UnsupportedO... | dataset_view.x) | added | 98ce1c44c3dbe84ca13ef30ea201430592142c7c49dbb08638cf45098a43a242 | assert_*|test_indexing_mutability|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from small_text.data.datasets import SklearnDataset, DatasetView from small_text.data.datasets import split_data from small_text.data.... | null | null | null |
webis-de/small-text | train | 23 | 855996b446529c1198d66985cf7f3d3f2da66903 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | 94 | 8 | self.assertEqual | test_default_init | import pytest
import unittest
import numpy as np
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_text_classification_dataset
try:
import torch
from small_text.integrations.pytorch.datasets import PytorchTextC... | clf.device) | added | b5321655902f195bad382d15f0dc5012b372f171428b34bb1c266564c2c0b779 | self.assertEqual|test_default_init|import pytest import unittest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_text_classification_dataset try: import torch from small_text.integrations.pytorch.datas... | null | null | null |
webis-de/small-text | train | 23 | 855996b446529c1198d66985cf7f3d3f2da66903 | 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 | 141 | 12 | self.assertEqual | test_fit_with_validation_set | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from small_text.integrations.pytorch.datasets import PytorchTextCla... | len(call_args[0])) | modified | 2513454425500d2171953335e9ab68f6450ff526285c5b7c687a43ae800f054b | self.assertEqual|test_fit_with_validation_set|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pyt... | len(call_args[0])) | 141 | 12 |
webis-de/small-text | train | 23 | 855996b446529c1198d66985cf7f3d3f2da66903 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 48 | 8 | self.assertIsNotNone | test_init | import unittest
import pytest
import numpy as np
from collections import Counter
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError... | ds.vocab) | modified | 57a867dac4798fb380e0fe4789dbc73de6973c630394d3259d932c9168d47b68 | self.assertIsNotNone|test_init|import unittest import pytest import numpy as np from collections import Counter from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions ... | ds.vocab) | 46 | 8 |
webis-de/small-text | train | 23 | 855996b446529c1198d66985cf7f3d3f2da66903 | train | tests/unit/small_text/integrations/transformers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_classification.py | 61 | 13 | self.assertRaises | test_fit_where_y_is_none | import unittest
import pytest
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.classification import \
FineTuningArguments, TransformerModelArguments, TransformerBasedClassification
fr... | ValueError) | modified | 2dcd38cfd2b034305c1982370d4a16b934f502c6a517c37183d8768adb56cd85 | self.assertRaises|test_fit_where_y_is_none|import unittest import pytest from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.classification import \ FineTuningArguments, TransformerModelArguments, Transfor... | ValueError) | 60 | 13 |
webis-de/small-text | train | 23 | 855996b446529c1198d66985cf7f3d3f2da66903 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 314 | 8 | assert_* | test_update_incremental_lerner | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from small_text.active_learner import (PoolBasedActiveLearner,
ActiveLearner, AbstractPoolBasedActiveLearner)
from small_text.exceptions import Learne... | active_learner.x_indices_labeled) | modified | 8f46c189ded45878ebc6d9838a0772fa221e34a938371a42145bcaeddbfa8d9f | assert_*|test_update_incremental_lerner|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from small_text.active_learner import (PoolBasedActiveLearner, ActiveLearner, AbstractPoolBasedActiveLearner) from small_text.exceptions import Learner... | active_learner.x_indices_labeled) | 314 | 8 |
webis-de/small-text | train | 23 | 855996b446529c1198d66985cf7f3d3f2da66903 | train | tests/utils/datasets.py | train | webis-de/small-text:tests/utils/datasets.py | 68 | 4 | assert | import numpy as np
from collections import Counter
from scipy import sparse
from sklearn.datasets import fetch_20newsgroups
from small_text.data.datasets import SklearnDataset
try:
import torch
from torchtext.vocab import Vocab
from small_text.integrations.pytorch.datasets import PytorchTextClassificati... | '<pad>' | modified | f86ff7685a116f0f86d985a660b010099faf142e58d3b02428f89931b61c2f45 | assert||import numpy as np from collections import Counter from scipy import sparse from sklearn.datasets import fetch_20newsgroups from small_text.data.datasets import SklearnDataset try: import torch from torchtext.vocab import Vocab from small_text.integrations.pytorch.datasets import PytorchTextClassificationDatase... | '<pad>' | 68 | 4 | |
webis-de/small-text | train | 24 | 5e9a1c1be3b131c96fcd8c28f575738f0511c2e1 | train | tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/classifiers/test_kimcnn_embeddings.py | 46 | 8 | self.assertEqual | test_embed | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from small_text.integrations.pytorch.datasets import PytorchTextClassificationData... | embeddings.shape[1]) | modified | d45d7130fabad647d4130fee531c17adebffacca831f421937c67863d21c4b60 | self.assertEqual|test_embed|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.datasets import PytorchTextClass... | embeddings.shape[1]) | 46 | 8 |
webis-de/small-text | train | 24 | 5e9a1c1be3b131c96fcd8c28f575738f0511c2e1 | 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 | 61 | 8 | self.assertEqual | _simple_exhaustive_active_learning_test | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import trec_dataset
from tests.utils.object_factory import get_initialized_active_learner
try:
import torch
from small_text.integrations.pytorch.classifiers... | active_learner.x_indices_labeled.shape[0]) | modified | 906b1b22f53245c4b93c2bf20d932cf6b171f8a182f74c76ea00c6dfed948473 | self.assertEqual|_simple_exhaustive_active_learning_test|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import trec_dataset from tests.utils.object_factory import get_initialized_active_learner try: import torch from... | active_learner.x_indices_labeled.shape[0]) | 60 | 8 |
webis-de/small-text | train | 24 | 5e9a1c1be3b131c96fcd8c28f575738f0511c2e1 | train | tests/integration/small_text/integrations/pytorch/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py | 55 | 12 | assert_* | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from tests.ut... | active_learner.x_indices_labeled) | modified | 5c2551dae4d774351619c75cdadb1c894a9076f5535a598069a8dcd6272dad80 | assert_*|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies imp... | active_learner.x_indices_labeled) | 54 | 12 |
webis-de/small-text | train | 24 | 5e9a1c1be3b131c96fcd8c28f575738f0511c2e1 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_base.py | 64 | 8 | self.assertEqual | test_predict_proba_on_empty_data | import pytest
import unittest
import numpy as np
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.datasets import random_text_classification_dataset
try:
import torch
from torch.nn.modules import CrossEntropyLoss, BCEWithLogitsLoss
... | predictions.shape[0]) | modified | 8e327f212b4b34bf6b2476b691cb0e60ff7530818bb5671862075210b70e427f | self.assertEqual|test_predict_proba_on_empty_data|import pytest import unittest import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.datasets import random_text_classification_dataset try: import torch from torch.nn.modules impor... | proba.shape[0]) | 61 | 8 |
webis-de/small-text | train | 24 | 5e9a1c1be3b131c96fcd8c28f575738f0511c2e1 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_factories.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_factories.py | 27 | 8 | self.assertTrue | test_embed_model_not_trained | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from small_text.integrations.pytorch.classifiers.factories import KimCNNFactory
... | isinstance(clf, KimCNNClassifier)) | added | 2e9768ff25c59ef809647f12fcbfe5b39d97ecdb6b83f3fab9dbf94b078ee152 | self.assertTrue|test_embed_model_not_trained|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.classifiers.fac... | null | null | null |
webis-de/small-text | train | 24 | 5e9a1c1be3b131c96fcd8c28f575738f0511c2e1 | train | tests/unit/small_text/integrations/pytorch/classifiers/test_factories.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/classifiers/test_factories.py | 28 | 8 | self.assertEqual | test_embed_model_not_trained | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from small_text.integrations.pytorch.classifiers.factories import KimCNNFactory
... | clf.num_classes) | added | 999dfc75ae89f8949068fe0c9a4527255919664bdc2faac6f228b86872548c41 | self.assertEqual|test_embed_model_not_trained|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.classifiers.fa... | null | null | null |
webis-de/small-text | train | 24 | 5e9a1c1be3b131c96fcd8c28f575738f0511c2e1 | 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 | 145 | 12 | self.assertEqual | test_fit_without_validation_set | import unittest
import pytest
import warnings
import numpy as np
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.nn.modules import BCEWithLogitsLoss
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
... | len(call_args[0]) + len(call_args[1])) | added | 1b538cd52a8013d3251622e61d4f469a772bf7a95fe83f9ce2b205fcbf9f677c | self.assertEqual|test_fit_without_validation_set|import unittest import pytest import warnings import numpy as np from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.pytorch.classifie... | null | null | null |
webis-de/small-text | train | 24 | 5e9a1c1be3b131c96fcd8c28f575738f0511c2e1 | 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 | 42 | 8 | self.assertTrue | test_get_class_weights_binary | import unittest
import pytest
import torch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.utils.data.sampler import BatchSampler, SequentialSampler, RandomSampler
from small_text.integrations.pytorch.utils.data import dataloader, get_class_weights
from small_... | torch.equal(torch.tensor([4., 1.0]), class_weights)) | added | d087491a71fefdb35175af2937bc846cf6a8e66fec163bd330a29f8b2999006f | self.assertTrue|test_get_class_weights_binary|import unittest import pytest import torch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sampler import BatchSampler, SequentialSampler, RandomSampler from small_text.integrations.pytorch.utils.data import dataloader,... | null | null | null |
webis-de/small-text | train | 25 | acc653f08378ee81f9c77720b2aadd05fa2d0398 | train | tests/unit/small_text/integrations/transformers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_classification.py | 28 | 13 | self.assertRaises | test_fine_tuning_arguments_invalid_lr | import unittest
import pytest
import warnings
from unittest.mock import patch
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.nn.modules import BCEWithLogitsLoss
from small_text.integrations.transformers.classifiers.classification import \
FineTuningArgumen... | ValueError) | modified | 7e2b0923ab9e62378e21ef34378a3df55e5b91e26127f90cf81cdf9940add77d | self.assertRaises|test_fine_tuning_arguments_invalid_lr|import unittest import pytest import warnings from unittest.mock import patch from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.nn.modules import BCEWithLogitsLoss from small_text.integrations.transformers.classifiers.clas... | ValueError) | 25 | 13 |
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