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 | 62 | 35a74fb1288463c2ae5a957c29774b77a644f52e | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 358 | 8 | self.assertEqual | test_datasen_len | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundE... | len(ds)) | added | 8000d1c75e5e854db69034cc8bedb6bc1199706c45ef456fcf06918eacf19d17 | self.assertEqual|test_datasen_len|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exce... | null | null | null |
webis-de/small-text | train | 62 | 35a74fb1288463c2ae5a957c29774b77a644f52e | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 408 | 8 | assert | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exceptions import PytorchNotFoundE... | self.NUM_SAMPLES_VIEW_OUTER | added | 9c03b780d171d2deb12fb7fdd77b293d62a0ac40fbfb41926c8b9cf35c7ae900 | assert||import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch.exceptions import PytorchNotFo... | null | null | null | |
webis-de/small-text | train | 63 | 3efc016dfb4bdf0d62f8477522810c45b1090304 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 150 | 8 | assert_* | test_set_target_labels | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | ds.target_labels) | modified | 3b0789197b55890e76ea037f018fdf94d6a5ccd9d3fb50a4dfd949692db7fd7a | assert_*|test_set_target_labels|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi_label from... | ds.target_labels) | 150 | 8 |
webis-de/small-text | train | 63 | 3efc016dfb4bdf0d62f8477522810c45b1090304 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 253 | 8 | self.assertEqual | test_dataset_len | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | len(ds)) | added | c9068f0aa961096667c7096a784366ac3272b4bb3689e7e981a355a070a7c84d | self.assertEqual|test_dataset_len|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi_label fr... | null | null | null |
webis-de/small-text | train | 63 | 3efc016dfb4bdf0d62f8477522810c45b1090304 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 74 | 8 | self.assertEqual | test_set_features | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exc... | len(ds.x)) | modified | b5deb4d691a9c54d7ee76c2e20adc099da90a8da96bb815a9dc8d033ac91ae95 | self.assertEqual|test_set_features|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from smal... | len(ds.x)) | 73 | 8 |
webis-de/small-text | train | 63 | 3efc016dfb4bdf0d62f8477522810c45b1090304 | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 141 | 8 | assert_* | test_set_target_labels | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exc... | ds.target_labels) | added | 03ced3185214fcb59371b17957e77628aa31347b66db1c50cb24c91248ae0341 | assert_*|test_set_target_labels|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_t... | null | null | null |
webis-de/small-text | train | 63 | 3efc016dfb4bdf0d62f8477522810c45b1090304 | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 58 | 8 | self.assertIsNotNone | test_init | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrations.pytorch.exceptions import PytorchNotFou... | ds._data) | added | 31716102fa5793e4c36754c12b00aeecc486bd4906f27faafef96d9581a74f5b | self.assertIsNotNone|test_init|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.integrations.pytorch.datasets import PytorchDatasetView from small_text.integrations.pytorch.exce... | null | null | null |
webis-de/small-text | train | 63 | 3efc016dfb4bdf0d62f8477522810c45b1090304 | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 109 | 13 | self.assertRaisesRegex | test_set_labels_with_mismatching_data_length | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrations.pytorch.exceptions import PytorchNotFou... | ValueError, 'Size mismatch: ') | added | 9b801688430ee96947fe259c8dcf22514d0d6ce0e3bd36778eca84e69d119e12 | self.assertRaisesRegex|test_set_labels_with_mismatching_data_length|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.integrations.pytorch.datasets import PytorchDatasetView from... | null | null | null |
webis-de/small-text | train | 63 | 3efc016dfb4bdf0d62f8477522810c45b1090304 | train | tests/utils/datasets.py | train | webis-de/small-text:tests/utils/datasets.py | 94 | 4 | assert | import numpy as np
from collections import Counter
from scipy import sparse
from sklearn.datasets import fetch_20newsgroups
from small_text.data.datasets import SklearnDataset
from small_text.data.sampling import _get_class_histogram
try:
import torch
from torchtext.vocab import Vocab
from small_text.in... | '<unk>' | modified | 52f24683594a3645d01f62d5b235b995cdc5a59f8d65482a06d30b0e759a812e | assert||import numpy as np from collections import Counter from scipy import sparse from sklearn.datasets import fetch_20newsgroups from small_text.data.datasets import SklearnDataset from small_text.data.sampling import _get_class_histogram try: import torch from torchtext.vocab import Vocab from small_text.integratio... | '<unk>' | 94 | 4 | |
webis-de/small-text | train | 63 | 3efc016dfb4bdf0d62f8477522810c45b1090304 | train | tests/utils/datasets.py | train | webis-de/small-text:tests/utils/datasets.py | 95 | 4 | assert | import numpy as np
from collections import Counter
from scipy import sparse
from sklearn.datasets import fetch_20newsgroups
from small_text.data.datasets import SklearnDataset
from small_text.data.sampling import _get_class_histogram
try:
import torch
from torchtext.vocab import Vocab
from small_text.in... | '<pad>' | modified | 0f528ffe185a0a7e8f9839e1495eefba564979f4f1fb3ea8ebe07f9ce91b4509 | assert||import numpy as np from collections import Counter from scipy import sparse from sklearn.datasets import fetch_20newsgroups from small_text.data.datasets import SklearnDataset from small_text.data.sampling import _get_class_histogram try: import torch from torchtext.vocab import Vocab from small_text.integratio... | '<pad>' | 95 | 4 | |
webis-de/small-text | train | 64 | e0cde390e60a7a2b25ece8e010e2c9dc9e8bd3e5 | train | tests/unit/small_text/integrations/pytorch/utils/test_labels.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_labels.py | 27 | 8 | assert_* | test_get_flattened_unique_labels | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.utils.labels import get_flattened_unique_labels
from tests... | labels) | added | 5f9b932cbcb5e293ee39f118b19e72f4b1e834f50d5c07cb67027eb861aa5c44 | assert_*|test_get_flattened_unique_labels|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.utils.labels import get_flatten... | null | null | null |
webis-de/small-text | train | 64 | e0cde390e60a7a2b25ece8e010e2c9dc9e8bd3e5 | train | tests/unit/small_text/integrations/pytorch/utils/test_labels.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_labels.py | 33 | 8 | self.assertEqual | test_get_flattened_unique_labels_no_labels | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.utils.labels import get_flattened_unique_labels
from tests... | labels.shape) | added | 6dd8811e983b614e1cf1747106e452cd9fa0f5c1b35ce8479d844448e0639dd6 | self.assertEqual|test_get_flattened_unique_labels_no_labels|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.utils.labels ... | null | null | null |
webis-de/small-text | train | 64 | e0cde390e60a7a2b25ece8e010e2c9dc9e8bd3e5 | train | tests/unit/small_text/integrations/pytorch/utils/test_labels.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_labels.py | 39 | 8 | assert_* | test_get_flattened_unique_labels_multi_label | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.utils.labels import get_flattened_unique_labels
from tests... | labels) | added | 0c891ce1cf350ea7700d01caeb4e114cf32eee1f21a2e1242537abe11c9730ae | assert_*|test_get_flattened_unique_labels_multi_label|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.utils.labels import... | null | null | null |
webis-de/small-text | train | 64 | e0cde390e60a7a2b25ece8e010e2c9dc9e8bd3e5 | train | tests/unit/small_text/integrations/pytorch/utils/test_labels.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_labels.py | 46 | 8 | self.assertEqual | test_get_flattened_unique_labels_multi_label_no_labels | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.utils.labels import get_flattened_unique_labels
from tests... | labels.shape) | added | f99fa7cf47b22a0aae2780c390c79da0290db82eb8440145ea50b641e5fd8df7 | self.assertEqual|test_get_flattened_unique_labels_multi_label_no_labels|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.u... | null | null | null |
webis-de/small-text | train | 64 | e0cde390e60a7a2b25ece8e010e2c9dc9e8bd3e5 | train | tests/unit/small_text/utils/test_labels.py | train | webis-de/small-text:tests/unit/small_text/utils/test_labels.py | 53 | 8 | assert_* | test_concatenate_dense | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_IGNORED, LABEL_UNLABELED
from small_text.utils.labels import (
concatenate,
csr_to_list,
get_flattened_unique_labels,
get_ignored_labels_mask,
get_n... | result) | modified | a49d898ca1b59a27093d36166d8c875db8df2831bd6991b52b57f42adca6edb7 | assert_*|test_concatenate_dense|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_IGNORED, LABEL_UNLABELED from small_text.utils.labels import ( concatenate, csr_to_list, get_flattened_unique_labels, get_ignored_labels_m... | result) | 51 | 8 |
webis-de/small-text | train | 64 | e0cde390e60a7a2b25ece8e010e2c9dc9e8bd3e5 | train | tests/unit/small_text/utils/test_labels.py | train | webis-de/small-text:tests/unit/small_text/utils/test_labels.py | 168 | 8 | self.assertEqual | test_get_flattened_unique_labels_no_labels | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_IGNORED, LABEL_UNLABELED
from small_text.utils.labels import (
concatenate,
csr_to_list,
get_flattened_unique_labels,
get_ignored_labels_mask,
get_n... | labels.shape) | added | 7ab12e35dec9ac4697134172b94fb388c48441ea97fa481b620d50f6fe4b82fd | self.assertEqual|test_get_flattened_unique_labels_no_labels|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_IGNORED, LABEL_UNLABELED from small_text.utils.labels import ( concatenate, csr_to_list, get_flattened_unique_... | null | null | null |
webis-de/small-text | train | 64 | e0cde390e60a7a2b25ece8e010e2c9dc9e8bd3e5 | train | tests/unit/small_text/utils/test_labels.py | train | webis-de/small-text:tests/unit/small_text/utils/test_labels.py | 174 | 8 | assert_* | test_get_flattened_unique_labels_multi_label | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_IGNORED, LABEL_UNLABELED
from small_text.utils.labels import (
concatenate,
csr_to_list,
get_flattened_unique_labels,
get_ignored_labels_mask,
get_n... | labels) | added | 76648975770311c3af8f583da04235a586fd3ade65ad5a5299cd044e3153af6d | assert_*|test_get_flattened_unique_labels_multi_label|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_IGNORED, LABEL_UNLABELED from small_text.utils.labels import ( concatenate, csr_to_list, get_flattened_unique_labels... | null | null | null |
webis-de/small-text | train | 64 | e0cde390e60a7a2b25ece8e010e2c9dc9e8bd3e5 | train | tests/unit/small_text/utils/test_labels.py | train | webis-de/small-text:tests/unit/small_text/utils/test_labels.py | 181 | 8 | self.assertEqual | test_get_flattened_unique_labels_multi_label_no_labels | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_IGNORED, LABEL_UNLABELED
from small_text.utils.labels import (
concatenate,
csr_to_list,
get_flattened_unique_labels,
get_ignored_labels_mask,
get_n... | labels.shape) | added | 2cd5346ff11cf0a18d54981d52b268b575c6becb4b93033fddf3450ba9934966 | self.assertEqual|test_get_flattened_unique_labels_multi_label_no_labels|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_IGNORED, LABEL_UNLABELED from small_text.utils.labels import ( concatenate, csr_to_list, get_flatt... | null | null | null |
webis-de/small-text | train | 65 | d3bb65fe9683cfe207be6a28afda6fd82f6c7b7c | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 71 | 8 | self.assertEqual | test_set_features | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exc... | len(ds.x)) | modified | ba941a42408d311a6cfe24a9b7cc260253394ba0342cf9b908e9dd61a7eab0a6 | self.assertEqual|test_set_features|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from smal... | len(ds.x)) | 74 | 8 |
webis-de/small-text | train | 65 | d3bb65fe9683cfe207be6a28afda6fd82f6c7b7c | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 84 | 12 | self.assertTrue | test_get_labels | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exc... | isinstance(ds.y, csr_matrix)) | modified | 44086e033ba7fca1ce1e1cb050ae6506ace65653d1e4365ad571ad92c482ef55 | self.assertTrue|test_get_labels|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_t... | isinstance(ds.y, csr_matrix)) | 87 | 12 |
webis-de/small-text | train | 65 | d3bb65fe9683cfe207be6a28afda6fd82f6c7b7c | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 148 | 8 | assert_* | test_get_data | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exc... | len(ds.data)) | modified | 0918c694a293f06b73f616f736aa9033313e8e78492cd8c2ab37f8ba0116360a | assert_*|test_get_data|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integ... | len(ds.data)) | 151 | 8 |
webis-de/small-text | train | 65 | d3bb65fe9683cfe207be6a28afda6fd82f6c7b7c | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 161 | 12 | assert_* | test_clone | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exc... | ds_cloned.y) | modified | 89dbeaa22b82ccf08cc68707fc4a3e9c3644517c7e6a91cfd160407a3e021647 | assert_*|test_clone|import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrat... | ds_cloned.y) | 164 | 12 |
webis-de/small-text | train | 65 | d3bb65fe9683cfe207be6a28afda6fd82f6c7b7c | train | tests/unit/small_text/utils/test_classification.py | train | webis-de/small-text:tests/unit/small_text/utils/test_classification.py | 95 | 8 | assert_* | test_prediction_result_multilabel_with_enc | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import MultiLabelBinarizer
from small_text.utils.classification import empty_result, prediction_result
from tests.utils.testing import assert_csr_matrix_equal
class Classif... | result) | modified | 92b390910a24b134ae089df1cc7cce605bee0ef6a405f5b39e67e5ebe573ba6c | assert_*|test_prediction_result_multilabel_with_enc|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import MultiLabelBinarizer from small_text.utils.classification import empty_result, prediction_result from tests.utils.testi... | result) | 96 | 8 |
webis-de/small-text | train | 65 | d3bb65fe9683cfe207be6a28afda6fd82f6c7b7c | train | tests/unit/small_text/utils/test_classification.py | train | webis-de/small-text:tests/unit/small_text/utils/test_classification.py | 123 | 8 | assert_* | test_prediction_result_multilabel_with_enc_and_proba | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import MultiLabelBinarizer
from small_text.utils.classification import empty_result, prediction_result
from tests.utils.testing import assert_csr_matrix_equal
class Classif... | proba_result) | modified | f5f811e4096b1781c61abf6567ba240c7517f99d68be35d338e3fb3c573922c4 | assert_*|test_prediction_result_multilabel_with_enc_and_proba|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import MultiLabelBinarizer from small_text.utils.classification import empty_result, prediction_result from tests.u... | proba_result) | 124 | 8 |
webis-de/small-text | train | 65 | d3bb65fe9683cfe207be6a28afda6fd82f6c7b7c | train | tests/unit/small_text/utils/test_classification.py | train | webis-de/small-text:tests/unit/small_text/utils/test_classification.py | 137 | 8 | self.assertTrue | test_empty_result_single_label_proba | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import MultiLabelBinarizer
from small_text.utils.classification import empty_result, prediction_result
from tests.utils.testing import assert_csr_matrix_equal
class Classif... | isinstance(proba, np.ndarray)) | modified | 14b24977b17293a38674e712437ad86667bf6cfaa196a77f884b66cb3a8abf77 | self.assertTrue|test_empty_result_single_label_proba|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import MultiLabelBinarizer from small_text.utils.classification import empty_result, prediction_result from tests.utils.test... | isinstance(proba, np.ndarray)) | 138 | 8 |
webis-de/small-text | train | 65 | d3bb65fe9683cfe207be6a28afda6fd82f6c7b7c | train | tests/unit/small_text/utils/test_classification.py | train | webis-de/small-text:tests/unit/small_text/utils/test_classification.py | 146 | 8 | self.assertEqual | test_empty_result_single_label_both | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from sklearn.preprocessing import MultiLabelBinarizer
from small_text.utils.classification import empty_result, prediction_result
from tests.utils.testing import assert_csr_matrix_equal
class Classif... | prediction.dtype) | modified | c613bde4ee570eefde066363abb60b9ab198ff6664ba5639c0e7866d5e396ad9 | self.assertEqual|test_empty_result_single_label_both|import unittest import numpy as np from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from sklearn.preprocessing import MultiLabelBinarizer from small_text.utils.classification import empty_result, prediction_result from tests.utils.test... | prediction.dtype) | 147 | 8 |
webis-de/small-text | train | 66 | 19da9791c5da426d6448784471660225fabedb3b | train | tests/integration/small_text/integrations/transformers/query_strategies/test_dal.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/query_strategies/test_dal.py | 41 | 8 | self.assertEqual | test_query_with_transformer_models | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import DiscriminativeActiveLearning
try:
from small_text.integrations.transformers import TransformerModelArguments
from small_text.integrations.transf... | indices.shape[0]) | added | 941ac1d84618cb3633cea1828a0f4c2de11037930c8098d15c3452bae25b1df7 | self.assertEqual|test_query_with_transformer_models|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies import DiscriminativeActiveLearning try: from small_text.integrations.transformers import TransformerModelArgu... | null | null | null |
webis-de/small-text | train | 66 | 19da9791c5da426d6448784471660225fabedb3b | train | tests/integration/small_text/integrations/transformers/query_strategies/test_dal.py | train | webis-de/small-text:tests/integration/small_text/integrations/transformers/query_strategies/test_dal.py | 42 | 8 | self.assertEqual | test_query_with_transformer_models | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import DiscriminativeActiveLearning
try:
from small_text.integrations.transformers import TransformerModelArguments
from small_text.integrations.transf... | np.unique(indices).shape[0]) | added | 38f651a88e04abb0a034b9f14c72bd866b548f6db27019eefb2669e7f4ccd2ad | self.assertEqual|test_query_with_transformer_models|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies import DiscriminativeActiveLearning try: from small_text.integrations.transformers import TransformerModelArgu... | null | null | null |
webis-de/small-text | train | 66 | 19da9791c5da426d6448784471660225fabedb3b | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 85 | 13 | self.assertRaises | test_query_exhausts_pool | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.classifiers.factories import S... | PoolExhaustedException) | added | 6b78676138db2d313d7a00f1e3e873c5a39666302e71f761fb151d5ca269a2ac | self.assertRaises|test_query_exhausts_pool|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from s... | null | null | null |
webis-de/small-text | train | 66 | 19da9791c5da426d6448784471660225fabedb3b | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 168 | 8 | assert_* | test_breaking_ties_binary | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.classifiers.factories import S... | strategy.scores_) | added | ec3192980f800a0a4ea36def9ef26ad010d39abba427acd5781fe79b120d4daf | assert_*|test_breaking_ties_binary|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_tex... | null | null | null |
webis-de/small-text | train | 66 | 19da9791c5da426d6448784471660225fabedb3b | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 344 | 8 | self.assertEqual | test_subsampling_query_default | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.classifiers.factories import S... | len(indices)) | added | 0cbf4ec9312d14e7c5873f20ddb095c57fbc4c504845a476af22f6a3b5aa502b | self.assertEqual|test_subsampling_query_default|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier f... | null | null | null |
webis-de/small-text | train | 66 | 19da9791c5da426d6448784471660225fabedb3b | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 701 | 13 | self.assertRaisesRegex | test_sample_with_clf_that_does_not_return_proba | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.classifiers.factories import S... | ValueError, 'Error: embeddings_proba is None. This strategy') | added | a371d1ca1dd50d10391c7158f9202cefb640568b50c3b3e0b6b88631fafe0912 | self.assertRaisesRegex|test_sample_with_clf_that_does_not_return_proba|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearS... | null | null | null |
webis-de/small-text | train | 67 | ac14198cc19572585422c612bd9c721927b00f29 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 94 | 8 | self.assertEqual | test_query_takes_remaining_pool | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.classifiers.factories import S... | len(indices)) | added | 82520b02d1155d8fb8fc18a0ef73c3d85a50e5c5a5bdf366d436411df7820da7 | self.assertEqual|test_query_takes_remaining_pool|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier ... | null | null | null |
webis-de/small-text | train | 67 | ac14198cc19572585422c612bd9c721927b00f29 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 114 | 8 | self.assertEqual | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.classifiers.factories import S... | y.shape[0]) | added | 44212668b15411b99fc71b73275b36710495b74bd859c20facdf13dd7311e199 | self.assertEqual||import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.classifiers.fac... | null | null | null | |
webis-de/small-text | train | 67 | ac14198cc19572585422c612bd9c721927b00f29 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 353 | 8 | self.assertEqual | test_subsampling_str | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.classifiers.factories import S... | str(strategy)) | added | 0311aa613b6c9813a2f0026ec97b7cace2f897aaf68024ddc59c4ab5416bad4e | self.assertEqual|test_subsampling_str|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_... | null | null | null |
webis-de/small-text | train | 67 | ac14198cc19572585422c612bd9c721927b00f29 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 838 | 8 | self.assertEqual | test_discriminative_active_learning_str | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.classifiers.factories import S... | str(strategy)) | added | 2451521e904aeab511eba94dc00406b2ae559ab8f38dd3489f67b0616c27a662 | self.assertEqual|test_discriminative_active_learning_str|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnCla... | null | null | null |
webis-de/small-text | train | 68 | 93d0eb2d3166c632753b62c8df6a53cc42f843c9 | train | tests/unit/small_text/test_base.py | train | webis-de/small-text:tests/unit/small_text/test_base.py | 13 | 13 | self.assertRaisesRegex | test_check_optional_dependency | import unittest
import small_text
from small_text.base import check_optional_dependency
from small_text.exceptions import MissingOptionalDependencyError
class OptionalDependenciesTest(unittest.TestCase):
def test_check_optional_dependency(self):
small_text.base.OPTIONAL_DEPENDENCIES['not_installed'] = '... | MissingOptionalDependencyError, 'The optional dependency \'not_installed\' is required') | added | c0737096e7c8fb7f5a4702ccde4703164371b95311b5ad138e169e36cd21e522 | self.assertRaisesRegex|test_check_optional_dependency|import unittest import small_text from small_text.base import check_optional_dependency from small_text.exceptions import MissingOptionalDependencyError class OptionalDependenciesTest(unittest.TestCase): def test_check_optional_dependency(self): small_text.base.OPTI... | null | null | null |
webis-de/small-text | train | 68 | 93d0eb2d3166c632753b62c8df6a53cc42f843c9 | train | tests/unit/small_text/test_base.py | train | webis-de/small-text:tests/unit/small_text/test_base.py | 18 | 8 | self.assertEqual | test_check_optional_dependency | import unittest
import small_text
from small_text.base import check_optional_dependency
from small_text.exceptions import MissingOptionalDependencyError
class OptionalDependenciesTest(unittest.TestCase):
def test_check_optional_dependency(self):
small_text.base.OPTIONAL_DEPENDENCIES['not_installed'] = '... | context.expected) | added | 4d8cc0da758dd06a334073288fd05d593fb9de83693ce14477ff2ab0947447b7 | self.assertEqual|test_check_optional_dependency|import unittest import small_text from small_text.base import check_optional_dependency from small_text.exceptions import MissingOptionalDependencyError class OptionalDependenciesTest(unittest.TestCase): def test_check_optional_dependency(self): small_text.base.OPTIONAL_D... | null | null | null |
webis-de/small-text | train | 68 | 93d0eb2d3166c632753b62c8df6a53cc42f843c9 | train | tests/unit/small_text/test_base.py | train | webis-de/small-text:tests/unit/small_text/test_base.py | 27 | 13 | self.assertRaisesRegex | test_check_optional_dependency_when_dependency_is_not_registered | import unittest
import small_text
from small_text.base import check_optional_dependency
from small_text.exceptions import MissingOptionalDependencyError
class OptionalDependenciesTest(unittest.TestCase):
def test_check_optional_dependency(self):
small_text.base.OPTIONAL_DEPENDENCIES['not_installed'] = '... | ValueError, expected_msg) | added | b95aabd600b304c78f4317b917e29b26abd7daef075fe2eeba0a4ec6a6539ceb | self.assertRaisesRegex|test_check_optional_dependency_when_dependency_is_not_registered|import unittest import small_text from small_text.base import check_optional_dependency from small_text.exceptions import MissingOptionalDependencyError class OptionalDependenciesTest(unittest.TestCase): def test_check_optional_depe... | null | null | null |
webis-de/small-text | train | 69 | e9bc8a9b54dc574d4ee4b84f1be33921028c5465 | train | tests/integration/small_text/query_strategies/test_query_strategies.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_query_strategies.py | 53 | 8 | assert_* | test_normalize | import unittest
import pytest
import numpy as np
from unittest.mock import Mock, patch
from numpy.testing import assert_array_equal
from sklearn.preprocessing import normalize
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import LeastConfidence, SEALS
from tests.un... | normalize_spy.call_args[0][0]) | added | e000992375f959a5449d53e425f9a8a23efa533f5ab9dd99b7d020f122cdc22f | assert_*|test_normalize|import unittest import pytest import numpy as np from unittest.mock import Mock, patch from numpy.testing import assert_array_equal from sklearn.preprocessing import normalize from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import LeastConfidence, ... | null | null | null |
webis-de/small-text | train | 69 | e9bc8a9b54dc574d4ee4b84f1be33921028c5465 | train | tests/integration/small_text/query_strategies/test_query_strategies.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_query_strategies.py | 151 | 8 | self.assertEqual | test_initialize_index_default_hnsw_kwargs | import unittest
import pytest
import numpy as np
from unittest.mock import Mock, patch
from numpy.testing import assert_array_equal
from sklearn.preprocessing import normalize
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import LeastConfidence, SEALS
from tests.un... | index.ef) | added | a8d08ad798f763a9ace1df15b5917d8eeb9cec4f503945608b50c31046321f7c | self.assertEqual|test_initialize_index_default_hnsw_kwargs|import unittest import pytest import numpy as np from unittest.mock import Mock, patch from numpy.testing import assert_array_equal from sklearn.preprocessing import normalize from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_... | null | null | null |
webis-de/small-text | train | 69 | e9bc8a9b54dc574d4ee4b84f1be33921028c5465 | train | tests/integration/small_text/query_strategies/test_query_strategies.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_query_strategies.py | 166 | 8 | self.assertEqual | test_initialize_index_custom_hnsw_kwargs | import unittest
import pytest
import numpy as np
from unittest.mock import Mock, patch
from numpy.testing import assert_array_equal
from sklearn.preprocessing import normalize
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import LeastConfidence, SEALS
from tests.un... | index.space) | added | af4c6e23a75e8637152dab01d1778448b0b4ba263f230e530c55d8b1bc03a2d7 | self.assertEqual|test_initialize_index_custom_hnsw_kwargs|import unittest import pytest import numpy as np from unittest.mock import Mock, patch from numpy.testing import assert_array_equal from sklearn.preprocessing import normalize from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_s... | null | null | null |
webis-de/small-text | train | 69 | e9bc8a9b54dc574d4ee4b84f1be33921028c5465 | train | tests/integration/small_text/query_strategies/test_query_strategies.py | train | webis-de/small-text:tests/integration/small_text/query_strategies/test_query_strategies.py | 173 | 8 | self.assertEqual | test_str | import unittest
import pytest
import numpy as np
from unittest.mock import Mock, patch
from numpy.testing import assert_array_equal
from sklearn.preprocessing import normalize
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.query_strategies import LeastConfidence, SEALS
from tests.un... | str(query_strategy)) | added | f06b846526945180092a81a9843fef1955e27ad7df98d7e55c6b15d07d484fe9 | self.assertEqual|test_str|import unittest import pytest import numpy as np from unittest.mock import Mock, patch from numpy.testing import assert_array_equal from sklearn.preprocessing import normalize from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.query_strategies import LeastConfidence... | null | null | null |
webis-de/small-text | train | 69 | e9bc8a9b54dc574d4ee4b84f1be33921028c5465 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 273 | 8 | self.assertIsNotNone | test_least_confidence_multiclass | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.classifiers.factories import S... | strategy.scores_) | modified | 3cd4fc687ed1f323f89e09a6c24f8423d224330db89d98f47bf8375d6808ac1b | self.assertIsNotNone|test_least_confidence_multiclass|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassi... | strategy.scores_) | 271 | 8 |
webis-de/small-text | train | 69 | e9bc8a9b54dc574d4ee4b84f1be33921028c5465 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 355 | 8 | self.assertEqual | test_subsampling_str | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.classifiers.factories import S... | str(strategy)) | modified | c93c66040a50d538619f63b32d9a93c3bc35ce66be271bc84913f3993c7e3288 | self.assertEqual|test_subsampling_str|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_... | str(strategy)) | 353 | 8 |
webis-de/small-text | train | 69 | e9bc8a9b54dc574d4ee4b84f1be33921028c5465 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 359 | 8 | self.assertEqual | test_subsampling_query_default | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.classifiers.factories import S... | len(indices)) | modified | ef165c9eb111771221c864908b5dc42dfec75a41327a9411a60a5f97903196d9 | self.assertEqual|test_subsampling_query_default|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier f... | len(indices)) | 357 | 8 |
webis-de/small-text | train | 69 | e9bc8a9b54dc574d4ee4b84f1be33921028c5465 | train | tests/unit/small_text/query_strategies/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_strategies.py | 740 | 13 | self.assertRaisesRegex | test_sample_with_clf_that_does_not_return_proba | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from sklearn.preprocessing import normalize
from unittest.mock import patch, Mock
from small_text.classifiers import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.classifiers.factories import S... | ValueError, 'Error: embeddings_proba is None. This strategy') | modified | f4828ecfdfb3100db27a0a102db71762feb22aeeb2e6581350d8668fca185da5 | self.assertRaisesRegex|test_sample_with_clf_that_does_not_return_proba|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from sklearn.preprocessing import normalize from unittest.mock import patch, Mock from small_text.classifiers import ConfidenceEnhancedLinearS... | ValueError, 'Error: embeddings_proba is None. This strategy') | 740 | 13 |
webis-de/small-text | train | 70 | 4a53b01c901add6948c2c348b1af2f79434a97ae | 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 | 110 | 12 | self.assertEqual | test_embed_and_predict | import unittest
import pytest
import numpy as np
from unittest import mock
from parameterized import parameterized_class
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from smal... | predictions.shape[0]) | modified | 48f59919f514e4f129be6cf2874cd9c1860e3dfb044278a3002a0827ae1bbdf7 | self.assertEqual|test_embed_and_predict|import unittest import pytest import numpy as np from unittest import mock from parameterized import parameterized_class from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import Ki... | predictions.shape[0]) | 108 | 12 |
webis-de/small-text | train | 70 | 4a53b01c901add6948c2c348b1af2f79434a97ae | train | tests/integration/small_text/integrations/transformers/test_serialization.py | test | webis-de/small-text:tests/integration/small_text/integrations/transformers/test_serialization.py | 48 | 12 | self.assertTrue | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from small_te... | next(active_learner.classifier.model.parameters()).is_cuda) | modified | bc060d67b5d7557450be093239a782d08777c90998348a1b2b9dbb63803771ec | self.assertTrue|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_strateg... | next(active_learner.classifier.model.parameters()).is_cuda) | 46 | 12 |
webis-de/small-text | train | 70 | 4a53b01c901add6948c2c348b1af2f79434a97ae | 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 | 26 | 8 | self.assertEqual | test_factory_new | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from small_text.integrations.pytorch.classifiers.factories import KimCNNFactory
ex... | clf.num_classes) | modified | 75f947db64a036effde3b1f934c6e97f66099f214b3e9fc5c540b08727411bab | self.assertEqual|test_factory_new|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier from small_text.integrations.pytorch.classifiers.factories impo... | clf.num_classes) | 27 | 8 |
webis-de/small-text | train | 70 | 4a53b01c901add6948c2c348b1af2f79434a97ae | 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 | 179 | 13 | self.assertRaisesRegex | test_fit_with_label_information_mismatch | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
import torch
from small_text.integrations.pytorch.classifiers.kimcnn import KimCNNClassifier
from ... | ValueError, 'Conflicting information about the number of classes: ' 'expected: 3, encountered: 2') | modified | 2ec6b0de8010ca1abd8d785fc14f9581bc8ffc431aeaaf50c8bbe007a2a28e35 | self.assertRaisesRegex|test_fit_with_label_information_mismatch|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: import torch from small_text.integrations.pytorch.... | ValueError, 'Conflicting information about the number of classes: ' 'expected: 3, encountered: 2') | 180 | 13 |
webis-de/small-text | train | 70 | 4a53b01c901add6948c2c348b1af2f79434a97ae | train | tests/unit/small_text/integrations/pytorch/test_datasets.py | val | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_datasets.py | 466 | 8 | assert | import unittest
import pytest
import numpy as np
from abc import abstractmethod
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.data.exceptions import UnsupportedOperationException
from small_text.integrations.pytorch.exc... | self.NUM_SAMPLES_VIEW | modified | 1ffcd660f18eabf61c8765ef825e5e3c48d8cc08e9bc4b06af26f797c2701394 | assert||import unittest import pytest import numpy as np from abc import abstractmethod from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.data.exceptions import UnsupportedOperationException from small_text.integrations.pytorch... | self.NUM_SAMPLES_VIEW | 465 | 8 | |
webis-de/small-text | train | 70 | 4a53b01c901add6948c2c348b1af2f79434a97ae | train | tests/unit/small_text/integrations/pytorch/utils/test_data.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/utils/test_data.py | 68 | 8 | assert_* | test_get_class_weights_multi_label | import unittest
import numpy as np
import pytest
import torch
from numpy.testing import assert_array_almost_equal
from scipy.sparse import csr_matrix
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from torch.utils.data.sampler import BatchSampler, SequentialSampler, RandomSample... | class_weights.cpu().numpy()) | modified | edd28d38957d5710c32f2b8c4f41054589482ffdbae8ba8dded6d4851fc900c8 | assert_*|test_get_class_weights_multi_label|import unittest import numpy as np import pytest import torch from numpy.testing import assert_array_almost_equal from scipy.sparse import csr_matrix from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from torch.utils.data.sampler import BatchSam... | class_weights.cpu().numpy()) | 68 | 8 |
webis-de/small-text | train | 70 | 4a53b01c901add6948c2c348b1af2f79434a97ae | train | tests/unit/small_text/integrations/transformers/classifiers/test_factories.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_factories.py | 25 | 8 | self.assertEqual | test_factory_new | import unittest
import pytest
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.transformers.classifiers.classification import \
TransformerBasedClassification, TransformerModelArguments
from small_text.integrations.transformers.classifiers.f... | clf.num_classes) | modified | 765a6b8854ef98e48028f149bfbb054403a00f9c416f9429c6571e207d43b984 | self.assertEqual|test_factory_new|import unittest import pytest from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.transformers.classifiers.classification import \ TransformerBasedClassification, TransformerModelArguments from small_text.integrations.transforme... | clf.num_classes) | 27 | 8 |
webis-de/small-text | train | 70 | 4a53b01c901add6948c2c348b1af2f79434a97ae | train | tests/unit/small_text/integrations/transformers/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/test_datasets.py | 112 | 12 | self.assertTrue | test_is_multi_label | import unittest
import pytest
import numpy as np
from scipy.sparse import csr_matrix
from numpy.testing import assert_array_equal
from parameterized import parameterized_class
from small_text.integrations.pytorch.datasets import PytorchDatasetView
from small_text.integrations.pytorch.exceptions import PytorchNotFou... | dataset.is_multi_label) | modified | 80dd89ee5402019acefbc55f5b7eb155fbb7f21da32c888e6f446a2d0174e973 | self.assertTrue|test_is_multi_label|import unittest import pytest import numpy as np from scipy.sparse import csr_matrix from numpy.testing import assert_array_equal from parameterized import parameterized_class from small_text.integrations.pytorch.datasets import PytorchDatasetView from small_text.integrations.pytorch... | dataset.is_multi_label) | 115 | 12 |
webis-de/small-text | train | 71 | 8642c475c2bfcd681fc1e3872a78a450823fa945 | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 29 | 13 | self.assertRaisesRegex | test_fit_where_y_train_contains_unlabeled | import unittest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataset
from tests.utils.datasets import random_sklearn_datas... | ValueError, 'Training set labels must be labeled') | added | 0c78684d0acb2d1afab4b12b20ba36549789b81cb88b85ce748bb7ad7d6b495a | self.assertRaisesRegex|test_fit_where_y_train_contains_unlabeled|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import Sklear... | null | null | null |
webis-de/small-text | train | 71 | 8642c475c2bfcd681fc1e3872a78a450823fa945 | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 55 | 8 | self.assertEqual | test_predict_proba_on_empty_data | import unittest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataset
from tests.utils.datasets import random_sklearn_datas... | proba.shape[0]) | added | d88af05ce8f5cef0e9e80b134c0b84e66d91fa362e704b79fa8bfaa972cb41fe | self.assertEqual|test_predict_proba_on_empty_data|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import SklearnDataset from t... | null | null | null |
webis-de/small-text | train | 71 | 8642c475c2bfcd681fc1e3872a78a450823fa945 | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 79 | 13 | self.assertRaisesRegex | test_fit_with_multi_label_data_on_single_label_classifier | import unittest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataset
from tests.utils.datasets import random_sklearn_datas... | ValueError, expected_str) | added | ce0c2ed7ac9ec0eddc0d041502a05e2f20d89adb6d9e8954929368f7a8deef73 | self.assertRaisesRegex|test_fit_with_multi_label_data_on_single_label_classifier|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datase... | null | null | null |
webis-de/small-text | train | 71 | 8642c475c2bfcd681fc1e3872a78a450823fa945 | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 103 | 13 | self.assertRaisesRegex | test_fit_with_invalid_multi_label_data | import unittest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataset
from tests.utils.datasets import random_sklearn_datas... | ValueError, expected_str) | added | aef7d700f87f7d24854865a093d32600b0b7e81d85ff653aa4ccb428ffeb6520 | self.assertRaisesRegex|test_fit_with_invalid_multi_label_data|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import SklearnDa... | null | null | null |
webis-de/small-text | train | 72 | 1588b3f64de227ff55ad85a243fb82272689c6f3 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 258 | 8 | assert_* | test_query_with_kwargs | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | y_initial) | added | 3ead23c58ed698607438ca10e8cc78e70569e77128aa5f7d8875f9c44370f817 | assert_*|test_query_with_kwargs|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, ActiveLearner, Poo... | null | null | null |
webis-de/small-text | train | 72 | 1588b3f64de227ff55ad85a243fb82272689c6f3 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 453 | 12 | assert_* | test_update_with_unlabeled_instances | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.y) | added | b2ce91a260ad1ac09edacae5e13d1e43b2dc587ae63e4991e9174874bc988fa2 | assert_*|test_update_with_unlabeled_instances|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, Acti... | null | null | null |
webis-de/small-text | train | 72 | 1588b3f64de227ff55ad85a243fb82272689c6f3 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 543 | 12 | assert_* | _test_update_label_at | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.y[-5:]) | added | e96a9003375cdc2879903e48b1ca090543b9563d0f630b56ce655bd776d41388 | assert_*|_test_update_label_at|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, ActiveLearner, Pool... | null | null | null |
webis-de/small-text | train | 72 | 1588b3f64de227ff55ad85a243fb82272689c6f3 | train | tests/unit/small_text/test_active_learner.py | val | webis-de/small-text:tests/unit/small_text/test_active_learner.py | 654 | 8 | assert_* | _test_ignore_sample_without_label_change | import unittest
import numpy as np
from unittest.mock import call, patch, Mock, ANY
from numpy.testing import assert_array_equal
from scipy import sparse
from scipy.sparse import csr_matrix, vstack
from small_text.active_learner import (
AbstractPoolBasedActiveLearner,
ActiveLearner,
PoolBasedActiveLearne... | active_learner.indices_ignored) | added | d559a32e156334970fef7916f9bd7087620a61c350d26691f5778e5a4934dec7 | assert_*|_test_ignore_sample_without_label_change|import unittest import numpy as np from unittest.mock import call, patch, Mock, ANY from numpy.testing import assert_array_equal from scipy import sparse from scipy.sparse import csr_matrix, vstack from small_text.active_learner import ( AbstractPoolBasedActiveLearner, ... | null | null | null |
webis-de/small-text | train | 73 | a590e95e890bb21e07dcbf5b5923836596463788 | train | tests/unit/small_text/stopping_criteria/test_kappa.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_kappa.py | 66 | 8 | self.assertFalse | test_stop | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.stopping_criteria.kappa import KappaAverage
class KappaAverageTest(unittest.TestCase):
def test_init(self):
stopping_criterion = KappaAverage(2)
self.assertEqual([], stopping_criterion.kappa_history... | stopping_criterion.stop(predictions=third_predictions)) | added | 014d6e7c601718beff4aa17120879d7aa7bdfc69c03f124e39e84c93701cd688 | self.assertFalse|test_stop|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) self.assertEqual([], stopping_criterion.kappa_histor... | null | null | null |
webis-de/small-text | train | 73 | a590e95e890bb21e07dcbf5b5923836596463788 | train | tests/unit/small_text/stopping_criteria/test_kappa.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_kappa.py | 86 | 8 | assert_* | test_stop_with_nan_values | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.stopping_criteria.kappa import KappaAverage
class KappaAverageTest(unittest.TestCase):
def test_init(self):
stopping_criterion = KappaAverage(2)
self.assertEqual([], stopping_criterion.kappa_history... | stopping_criterion.last_predictions) | added | 1f631a8a54b775f3683d3ec6251d30a543671eb432c395089b5ec40bae90d330 | assert_*|test_stop_with_nan_values|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) self.assertEqual([], stopping_criterion.kapp... | null | null | null |
webis-de/small-text | train | 73 | a590e95e890bb21e07dcbf5b5923836596463788 | train | tests/unit/small_text/stopping_criteria/test_kappa.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_kappa.py | 91 | 13 | self.assertRaises | test_stop_with_predictions_none | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.stopping_criteria.kappa import KappaAverage
class KappaAverageTest(unittest.TestCase):
def test_init(self):
stopping_criterion = KappaAverage(2)
self.assertEqual([], stopping_criterion.kappa_history... | ValueError) | added | d2378eb93765fc489a72fa84860b8ef129fd901e87ede8fa9d97045aeb87f052 | self.assertRaises|test_stop_with_predictions_none|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) self.assertEqual([], stopping... | null | null | null |
webis-de/small-text | train | 73 | a590e95e890bb21e07dcbf5b5923836596463788 | train | tests/unit/small_text/stopping_criteria/test_kappa.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_kappa.py | 100 | 13 | self.assertRaises | test_stop_with_prediction_size_changing | import unittest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.stopping_criteria.kappa import KappaAverage
class KappaAverageTest(unittest.TestCase):
def test_init(self):
stopping_criterion = KappaAverage(2)
self.assertEqual([], stopping_criterion.kappa_history... | ValueError) | added | fad00796b01af23c3e46c3b0c98e7d7c0c470f4acf44df5f0046a3e43ee4a71d | self.assertRaises|test_stop_with_prediction_size_changing|import unittest import numpy as np from numpy.testing import assert_array_equal from small_text.stopping_criteria.kappa import KappaAverage class KappaAverageTest(unittest.TestCase): def test_init(self): stopping_criterion = KappaAverage(2) self.assertEqual([], ... | null | null | null |
webis-de/small-text | train | 74 | c55f427adc82290670b2f28951093b899d54f338 | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 33 | 13 | self.assertRaisesRegex | test_fit_where_y_train_contains_unlabeled | import unittest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataset
from tests.utils.datasets import random_sklearn_datas... | ValueError, 'Training set labels must be labeled') | added | 90ce926a0110e2871b4d79b02e51a6047fa0bf88983d8c77eb1510b00b0d6083 | self.assertRaisesRegex|test_fit_where_y_train_contains_unlabeled|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import Sklear... | null | null | null |
webis-de/small-text | train | 74 | c55f427adc82290670b2f28951093b899d54f338 | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 64 | 12 | self.assertTrue | test_predict_proba_on_empty_data | import unittest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataset
from tests.utils.datasets import random_sklearn_datas... | np.issubdtype(proba.dtype, np.float)) | added | ea85f8c64e03e2fe7d06e0e77eaed014366cd465783c4a1be156ec4426661d35 | self.assertTrue|test_predict_proba_on_empty_data|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import SklearnDataset from te... | null | null | null |
webis-de/small-text | train | 74 | c55f427adc82290670b2f28951093b899d54f338 | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 83 | 13 | self.assertRaisesRegex | test_fit_with_multi_label_data_on_single_label_classifier | import unittest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataset
from tests.utils.datasets import random_sklearn_datas... | ValueError, expected_str) | added | babc692338076bd415c8d1ce58a39a9d83d2165c6d1ba8d9a802d0aea801999b | self.assertRaisesRegex|test_fit_with_multi_label_data_on_single_label_classifier|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datase... | null | null | null |
webis-de/small-text | train | 74 | c55f427adc82290670b2f28951093b899d54f338 | train | tests/unit/small_text/classifiers/test_classifiers.py | train | webis-de/small-text:tests/unit/small_text/classifiers/test_classifiers.py | 107 | 13 | self.assertRaisesRegex | test_fit_with_invalid_multi_label_data | import unittest
import numpy as np
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier
from small_text.data.datasets import SklearnDataset
from tests.utils.datasets import random_sklearn_datas... | ValueError, expected_str) | added | def14aee5a67aee72f3782e023982d40149d7b96a611f7ea5a00a459708497a8 | self.assertRaisesRegex|test_fit_with_invalid_multi_label_data|import unittest import numpy as np from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.classifiers.classification import ConfidenceEnhancedLinearSVC, SklearnClassifier from small_text.data.datasets import SklearnDa... | null | null | null |
webis-de/small-text | train | 75 | 6eeda9983540b19b5f1f2f7bcf3f2c8639fced9a | 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 | 79 | 8 | self.assertEqual | _simple_exhaustive_active_learning_test | import unittest
import pytest
import numpy as np
from unittest import mock
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.object_factory import get_initialized_active_learner
try:
import torch
from small_text.integrations.pytorch.classifiers import KimCNNFactor... | active_learner.indices_labeled.shape[0]) | modified | f0ff1241c095d784a6fa83c851ec33d08a99af98848f77a8afe50863da714227 | self.assertEqual|_simple_exhaustive_active_learning_test|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.object_factory import get_initialized_active_learner try: import torch from small_text.integrat... | active_learner.indices_labeled.shape[0]) | 78 | 8 |
webis-de/small-text | train | 75 | 6eeda9983540b19b5f1f2f7bcf3f2c8639fced9a | train | tests/integration/small_text/integrations/pytorch/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py | 53 | 12 | self.assertIsNotNone | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from tests.ut... | active_learner) | modified | 436ca2f5df853661c262cc8e2a46c877817188e067e8213634582a80a54ba1d6 | self.assertIsNotNone|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_st... | active_learner) | 52 | 12 |
webis-de/small-text | train | 75 | 6eeda9983540b19b5f1f2f7bcf3f2c8639fced9a | train | tests/integration/small_text/integrations/pytorch/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py | 57 | 12 | self.assertEqual | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from tests.ut... | len(weights_after)) | modified | 34ba74252316f8a48e6b170fe9e10f98f5b3269b000ed659b3d91b019ca7251e | self.assertEqual|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strate... | len(weights_after)) | 56 | 12 |
webis-de/small-text | train | 75 | 6eeda9983540b19b5f1f2f7bcf3f2c8639fced9a | train | tests/integration/small_text/integrations/pytorch/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py | 59 | 16 | assert_* | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from tests.ut... | weights_after[i].cpu().detach().numpy()) | modified | 0f58f665be3bfee7bcbee62dd1f8820856ae2101b68ead1c15e9ecde34dae79b | assert_*|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strategies imp... | weights_after[i].cpu().detach().numpy()) | 58 | 16 |
webis-de/small-text | train | 75 | 6eeda9983540b19b5f1f2f7bcf3f2c8639fced9a | train | tests/integration/small_text/integrations/pytorch/test_serialization.py | train | webis-de/small-text:tests/integration/small_text/integrations/pytorch/test_serialization.py | 62 | 12 | self.assertEqual | test_and_load_with_file_str | import unittest
import tempfile
import pytest
import numpy as np
from numpy.testing import assert_array_equal
from small_text.active_learner import PoolBasedActiveLearner
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.query_strategies import RandomSampling
from tests.ut... | active_learner.query_strategy.__class__) | modified | 57debee30f2e350385aadd98cd253a6092e435aa9d4e15fb871eaa29949fca8b | self.assertEqual|test_and_load_with_file_str|import unittest import tempfile import pytest import numpy as np from numpy.testing import assert_array_equal from small_text.active_learner import PoolBasedActiveLearner from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.query_strate... | active_learner.query_strategy.__class__) | 61 | 12 |
webis-de/small-text | train | 75 | 6eeda9983540b19b5f1f2f7bcf3f2c8639fced9a | train | tests/utils/object_factory.py | train | webis-de/small-text:tests/utils/object_factory.py | 8 | 4 | assert | import numpy as np
from small_text.active_learner import PoolBasedActiveLearner
def get_initialized_active_learner(clf_factory, query_strategy, dataset, initial_indices=10,
num_classes=2):
assert initial_indices > | num_classes | added | 8380ecf5f32cb16170f7eadf231743d6491edb5ca8c47f11b34c3dd7cd7c8ecb | assert||import numpy as np from small_text.active_learner import PoolBasedActiveLearner def get_initialized_active_learner(clf_factory, query_strategy, dataset, initial_indices=10, num_classes=2): assert initial_indices > | null | null | null | |
webis-de/small-text | train | 76 | 1f44b2404798760894521bc46c365c0500c6a905 | 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 | 99 | 13 | self.assertRaisesRegex | test_query_with_layer_name_that_is_no_embedding_layer | import unittest
import pytest
import numpy as np
from unittest import mock
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.object_factory import get_initialized_active_learner
try:
import torch
from small_text.integrations.pytorch.classifiers import KimCNNFactor... | ValueError, 'Given parameter \(layer_name=fc\) is not') | added | fdcb615b8d2578bd31fd7f3b21edb97ff6895ea6d3809fe6d1bc502f60703cf6 | self.assertRaisesRegex|test_query_with_layer_name_that_is_no_embedding_layer|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.object_factory import get_initialized_active_learner try: import torch from... | null | null | null |
webis-de/small-text | train | 76 | 1f44b2404798760894521bc46c365c0500c6a905 | train | tests/unit/small_text/integrations/pytorch/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_strategies.py | 34 | 8 | self.assertEqual | test_badge_str | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.query_strategies import (
BADGE,
ExpectedGradientLength,
ExpectedGradientLengthMaxWord)
from small_text.integrations.p... | str(strategy)) | added | 6ec22c9ffb4da5b69940965ba035169f7498359822ad05a1fb62c081177fe737 | self.assertEqual|test_badge_str|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.query_strategies import ( BADGE, ExpectedGradientLength, ExpectedGradientLengthMaxWord) from small_text.integrations.pyto... | null | null | null |
webis-de/small-text | train | 76 | 1f44b2404798760894521bc46c365c0500c6a905 | train | tests/unit/small_text/integrations/pytorch/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_strategies.py | 50 | 8 | self.assertEqual | test_init | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.query_strategies import (
BADGE,
ExpectedGradientLength,
ExpectedGradientLengthMaxWord)
from small_text.integrations.p... | strategy.num_classes) | modified | ef24000014fdbd30fc0992dc47d7db70e1c650493ef8d968ca767371918dce94 | self.assertEqual|test_init|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.query_strategies import ( BADGE, ExpectedGradientLength, ExpectedGradientLengthMaxWord) from small_text.integrations.pytorch.c... | strategy.batch_size) | 47 | 8 |
webis-de/small-text | train | 76 | 1f44b2404798760894521bc46c365c0500c6a905 | train | tests/unit/small_text/integrations/pytorch/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_strategies.py | 57 | 8 | self.assertEqual | test_expected_gradient_length_str | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.query_strategies import (
BADGE,
ExpectedGradientLength,
ExpectedGradientLengthMaxWord)
from small_text.integrations.p... | str(strategy)) | added | ae21359e3be585b6591bab5cc6ef812df6dfc9f1ba58afe95d94a53190c15883 | self.assertEqual|test_expected_gradient_length_str|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.query_strategies import ( BADGE, ExpectedGradientLength, ExpectedGradientLengthMaxWord) from small_tex... | null | null | null |
webis-de/small-text | train | 76 | 1f44b2404798760894521bc46c365c0500c6a905 | train | tests/unit/small_text/integrations/pytorch/test_strategies.py | train | webis-de/small-text:tests/unit/small_text/integrations/pytorch/test_strategies.py | 90 | 13 | self.assertRaisesRegex | test_query_with_initial_model_untrained | import unittest
import pytest
import numpy as np
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
try:
from small_text.integrations.pytorch.query_strategies import (
BADGE,
ExpectedGradientLength,
ExpectedGradientLengthMaxWord)
from small_text.integrations.p... | ValueError, 'Initial model must be trained') | added | 32e84ba899083eb780dc11ce6e502905ee67f32ce31184d958e0e67514da6088 | self.assertRaisesRegex|test_query_with_initial_model_untrained|import unittest import pytest import numpy as np from small_text.integrations.pytorch.exceptions import PytorchNotFoundError try: from small_text.integrations.pytorch.query_strategies import ( BADGE, ExpectedGradientLength, ExpectedGradientLengthMaxWord) fr... | null | null | null |
webis-de/small-text | train | 77 | defda92cea1ebc0e9237e5286a67320c335482e2 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 110 | 12 | self.assertTrue | test_get_features | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | (x != ds.x).nnz == 0) | added | be53409b6677f5593ebe3ac624b8d420fdd561865459ee18e8149822cc02464d | self.assertTrue|test_get_features|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi_label fr... | null | null | null |
webis-de/small-text | train | 77 | defda92cea1ebc0e9237e5286a67320c335482e2 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 237 | 12 | self.assertTrue | test_indexing_single_index | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | (x[index] != result.x).nnz == 0) | added | 2e79bf764dc16490fc3fcf804881c035ceb437492190544966cbe9cc87e0aae3 | self.assertTrue|test_indexing_single_index|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi... | null | null | null |
webis-de/small-text | train | 77 | defda92cea1ebc0e9237e5286a67320c335482e2 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 345 | 13 | self.assertRaises | test_set_y | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | UnsupportedOperationException) | added | 8789746bba6ce5f8ae84ac3c496e267a42ab9bc6460531ce6a282add2e002143 | self.assertRaises|test_set_y|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import is_multi_label from sm... | null | null | null |
webis-de/small-text | train | 77 | defda92cea1ebc0e9237e5286a67320c335482e2 | train | tests/unit/small_text/data/test_datasets.py | train | webis-de/small-text:tests/unit/small_text/data/test_datasets.py | 545 | 13 | self.assertRaises | test_split_data_invalid_strategy | import unittest
import numpy as np
from parameterized import parameterized_class
from unittest import mock
from numpy.testing import assert_array_equal
from scipy.sparse import csr_matrix
from small_text.base import LABEL_UNLABELED
from small_text.data.datasets import is_multi_label
from small_text.data.datasets i... | ValueError) | added | 548624593b62b746888f20992448b2c652fd00ebebd96dd7b8274f86248644fd | self.assertRaises|test_split_data_invalid_strategy|import unittest import numpy as np from parameterized import parameterized_class from unittest import mock from numpy.testing import assert_array_equal from scipy.sparse import csr_matrix from small_text.base import LABEL_UNLABELED from small_text.data.datasets import ... | null | null | null |
webis-de/small-text | train | 78 | cfada0e790350b1a9877aa60699d09ac43651c49 | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 124 | 8 | self.assertEqual | test_init_parameters | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_MORE_VERBOSE
try:
from small_text.integrations.transformers.clas... | classifier.cache_dir) | added | 6468aa450cb499efe63655e1b92210ddeeea595f6b5e4889c9e6318c5245b185 | self.assertEqual|test_init_parameters|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_MORE_VERBOSE try: from small_text.... | null | null | null |
webis-de/small-text | train | 78 | cfada0e790350b1a9877aa60699d09ac43651c49 | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 155 | 13 | self.assertRaisesRegex | test_fit_with_label_information_mismatch | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_MORE_VERBOSE
try:
from small_text.integrations.transformers.clas... | ValueError, 'Conflicting information about the number of classes: ' 'expected: 3, encountered: 2') | added | 2a61279216e57634f46260887014e435fdbb9cba1dcc8d33a99807ed3452ad39 | self.assertRaisesRegex|test_fit_with_label_information_mismatch|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_MORE_VER... | null | null | null |
webis-de/small-text | train | 78 | cfada0e790350b1a9877aa60699d09ac43651c49 | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 174 | 12 | self.assertEqual | test_fit_without_validation_set | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_MORE_VERBOSE
try:
from small_text.integrations.transformers.clas... | len(call_args[0]) + len(call_args[1])) | added | 7a880a5570b6a389686a6ce46375b7ed0bf430691a3731d8a67e8f64a8c51c5b | self.assertEqual|test_fit_without_validation_set|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_MORE_VERBOSE try: from ... | null | null | null |
webis-de/small-text | train | 78 | cfada0e790350b1a9877aa60699d09ac43651c49 | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 214 | 8 | self.assertTrue | test_predict_on_empty_data | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_MORE_VERBOSE
try:
from small_text.integrations.transformers.clas... | np.issubdtype(predictions.dtype, np.integer)) | added | 85ea64c02ed8c781aa495cba4e716955935309ba1d973fd9b2576e90b61696fc | self.assertTrue|test_predict_on_empty_data|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_MORE_VERBOSE try: from small_... | null | null | null |
webis-de/small-text | train | 79 | 2b2801fe0e600bc678dceacc75d46296ded2685c | 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 | 99 | 13 | self.assertRaisesRegex | test_query_with_layer_name_that_is_no_embedding_layer | import unittest
import pytest
import numpy as np
from unittest import mock
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from tests.utils.object_factory import get_initialized_active_learner
try:
import torch
from small_text.integrations.pytorch.classifiers import KimCNNFactor... | ValueError, r'Given parameter \(layer_name=fc\) is not') | modified | e027af6b1f2b0b24769692edc8ba2bd36a80a73648b273fcb764f2814d77ba07 | self.assertRaisesRegex|test_query_with_layer_name_that_is_no_embedding_layer|import unittest import pytest import numpy as np from unittest import mock from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from tests.utils.object_factory import get_initialized_active_learner try: import torch from... | ValueError, 'Given parameter \(layer_name=fc\) is not') | 99 | 13 |
webis-de/small-text | train | 79 | 2b2801fe0e600bc678dceacc75d46296ded2685c | train | tests/unit/small_text/stopping_criteria/test_base.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_base.py | 59 | 8 | assert_* | test_second_stop_call | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from small_text.stopping_criteria.base import DeltaFScore
class DeltaFScoreTest(unittest.TestCase):
def test_init_default(self):
stopping_criterion = DeltaFScore(2)
self.assertEqual(2, st... | stopping_criterion.last_predictions) | modified | 58c587a6dfb4814cf0095199f6d9b21005b3e2c5dd87f24a5ee77d92d08513f4 | assert_*|test_second_stop_call|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from small_text.stopping_criteria.base import DeltaFScore class DeltaFScoreTest(unittest.TestCase): def test_init_default(self): stopping_criterion = DeltaFScore(2) self.assertEqual(... | stopping_criterion.last_predictions) | 59 | 8 |
webis-de/small-text | train | 79 | 2b2801fe0e600bc678dceacc75d46296ded2685c | train | tests/unit/small_text/stopping_criteria/test_base.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_base.py | 77 | 8 | assert_* | test_stop | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from small_text.stopping_criteria.base import DeltaFScore
class DeltaFScoreTest(unittest.TestCase):
def test_init_default(self):
stopping_criterion = DeltaFScore(2)
self.assertEqual(2, st... | stopping_criterion.last_predictions) | modified | 627570ad88842d5a016859e5724c6a53c7defced3ecea6e5e3090b7d82c07296 | assert_*|test_stop|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from small_text.stopping_criteria.base import DeltaFScore class DeltaFScoreTest(unittest.TestCase): def test_init_default(self): stopping_criterion = DeltaFScore(2) self.assertEqual(2, stopping_... | stopping_criterion.last_predictions) | 77 | 8 |
webis-de/small-text | train | 79 | 2b2801fe0e600bc678dceacc75d46296ded2685c | train | tests/unit/small_text/stopping_criteria/test_base.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_base.py | 89 | 13 | self.assertRaises | test_stop_with_predictions_none | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from small_text.stopping_criteria.base import DeltaFScore
class DeltaFScoreTest(unittest.TestCase):
def test_init_default(self):
stopping_criterion = DeltaFScore(2)
self.assertEqual(2, st... | ValueError) | modified | 139d9beeeafa052ac14ad32983db665b12b8ea387f54e0119edad556516c290e | self.assertRaises|test_stop_with_predictions_none|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from small_text.stopping_criteria.base import DeltaFScore class DeltaFScoreTest(unittest.TestCase): def test_init_default(self): stopping_criterion = DeltaFScore(2... | ValueError) | 89 | 13 |
webis-de/small-text | train | 79 | 2b2801fe0e600bc678dceacc75d46296ded2685c | train | tests/unit/small_text/stopping_criteria/test_base.py | train | webis-de/small-text:tests/unit/small_text/stopping_criteria/test_base.py | 95 | 13 | self.assertRaises | test_stop_with_prediction_size_changing | import unittest
import numpy as np
from numpy.testing import assert_array_equal, assert_array_almost_equal
from small_text.stopping_criteria.base import DeltaFScore
class DeltaFScoreTest(unittest.TestCase):
def test_init_default(self):
stopping_criterion = DeltaFScore(2)
self.assertEqual(2, st... | ValueError) | modified | ea3e6eab106737a88a26b1194dec2fb37cc76c98ab89c3a6751b88fd79f2b121 | self.assertRaises|test_stop_with_prediction_size_changing|import unittest import numpy as np from numpy.testing import assert_array_equal, assert_array_almost_equal from small_text.stopping_criteria.base import DeltaFScore class DeltaFScoreTest(unittest.TestCase): def test_init_default(self): stopping_criterion = Delta... | ValueError) | 95 | 13 |
webis-de/small-text | train | 80 | d08cf04d0bfaff8da9fd3adfd81066c8042f35dc | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 166 | 13 | self.assertRaisesRegex | test_fit_with_label_information_mismatch | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_MORE_VERBOSE
try:
from small_text.integrations.transformers.clas... | ValueError, 'Conflicting information about the number of classes: ' 'expected: 3, encountered: 2') | added | 01020312cbf89da82d9f4afd23792b5971bd6a6984583aba34748d6a68ee00d4 | self.assertRaisesRegex|test_fit_with_label_information_mismatch|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_MORE_VER... | null | null | null |
webis-de/small-text | train | 80 | d08cf04d0bfaff8da9fd3adfd81066c8042f35dc | train | tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | train | webis-de/small-text:tests/unit/small_text/integrations/transformers/classifiers/test_classification.py | 214 | 12 | self.assertIsNotNone | test_fit_with_class_weighting | import unittest
import pytest
import numpy as np
from unittest.mock import patch
from small_text.base import LABEL_UNLABELED
from small_text.integrations.pytorch.exceptions import PytorchNotFoundError
from small_text.utils.logging import VERBOSITY_MORE_VERBOSE
try:
from small_text.integrations.transformers.clas... | classifier.class_weights_) | added | 7af008aa1792543a518a2b1200bca89f098e3870ac86f4009ffcea27926b6c08 | self.assertIsNotNone|test_fit_with_class_weighting|import unittest import pytest import numpy as np from unittest.mock import patch from small_text.base import LABEL_UNLABELED from small_text.integrations.pytorch.exceptions import PytorchNotFoundError from small_text.utils.logging import VERBOSITY_MORE_VERBOSE try: fro... | null | null | null |
webis-de/small-text | train | 80 | d08cf04d0bfaff8da9fd3adfd81066c8042f35dc | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 90 | 13 | self.assertRaises | test_query_empty_pool | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_c... | EmptyPoolException) | modified | c57cde057da0e12e9bcb888fda7dc7104b84f53c1444bd4b5713823fa86cc2f0 | self.assertRaises|test_query_empty_pool|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, Greedy... | EmptyPoolException) | 90 | 13 |
webis-de/small-text | train | 80 | d08cf04d0bfaff8da9fd3adfd81066c8042f35dc | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 98 | 13 | self.assertRaises | test_query_with_overlarge_n | import unittest
import numpy as np
from parameterized import parameterized_class
from small_text.classifiers import ConfidenceEnhancedLinearSVC
from small_text.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_c... | ValueError) | modified | 07b46dfc77f2651c15d433930a26a14269d3d054ba948482662396098a25e4a3 | self.assertRaises|test_query_with_overlarge_n|import unittest import numpy as np from parameterized import parameterized_class from small_text.classifiers import ConfidenceEnhancedLinearSVC from small_text.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, ... | ValueError) | 98 | 13 |
webis-de/small-text | train | 80 | d08cf04d0bfaff8da9fd3adfd81066c8042f35dc | train | tests/unit/small_text/query_strategies/test_coresets.py | train | webis-de/small-text:tests/unit/small_text/query_strategies/test_coresets.py | 125 | 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.data.datasets import SklearnDataset
from small_text.query_strategies import (
EmptyPoolException,
greedy_coreset,
GreedyCoreset,
lightweight_c... | len(indices)) | modified | ec69f293d6258fbb6f14e7d08f334089297324a84cbafaed6e494bc5182c7ab2 | 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.data.datasets import SklearnDataset from small_text.query_strategies import ( EmptyPoolException, greedy_coreset, GreedyCores... | len(indices)) | 125 | 8 |
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