repo stringlengths 2 99 | file stringlengths 13 225 | code stringlengths 0 18.3M | file_length int64 0 18.3M | avg_line_length float64 0 1.36M | max_line_length int64 0 4.26M | extension_type stringclasses 1
value |
|---|---|---|---|---|---|---|
DeeBERT | DeeBERT-master/transformers/tokenization_auto.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 7,877 | 59.6 | 372 | py |
DeeBERT | DeeBERT-master/transformers/configuration_distilbert.py | # coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team, The Google AI Language Team and Facebook, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.or... | 3,568 | 38.655556 | 152 | py |
DeeBERT | DeeBERT-master/transformers/modeling_gpt2.py | # coding=utf-8
# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License... | 34,421 | 49.920118 | 148 | py |
DeeBERT | DeeBERT-master/transformers/modeling_openai.py | # coding=utf-8
# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License... | 31,203 | 48.687898 | 148 | py |
DeeBERT | DeeBERT-master/transformers/convert_gpt2_original_tf_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 3,074 | 39.460526 | 111 | py |
DeeBERT | DeeBERT-master/transformers/modeling_tf_roberta.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 22,329 | 51.789598 | 193 | py |
DeeBERT | DeeBERT-master/transformers/configuration_auto.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 8,468 | 58.223776 | 296 | py |
DeeBERT | DeeBERT-master/transformers/convert_roberta_original_pytorch_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 8,486 | 45.889503 | 188 | py |
DeeBERT | DeeBERT-master/transformers/tokenization_bert.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICEN... | 22,451 | 43.636183 | 183 | py |
DeeBERT | DeeBERT-master/transformers/convert_transfo_xl_original_tf_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 5,518 | 45.771186 | 121 | py |
DeeBERT | DeeBERT-master/transformers/configuration_ctrl.py | # coding=utf-8
# Copyright 2018 Salesforce and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# htt... | 5,775 | 39.111111 | 120 | py |
DeeBERT | DeeBERT-master/transformers/modeling_tf_transfo_xl_utilities.py | # coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the Lice... | 8,325 | 46.306818 | 110 | py |
DeeBERT | DeeBERT-master/transformers/modeling_auto.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 36,985 | 72.384921 | 472 | py |
DeeBERT | DeeBERT-master/transformers/modeling_tf_xlnet.py | # coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the Lice... | 57,790 | 50.92363 | 193 | py |
DeeBERT | DeeBERT-master/transformers/convert_openai_original_tf_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 3,161 | 40.605263 | 118 | py |
DeeBERT | DeeBERT-master/transformers/modeling_camembert.py | # coding=utf-8
# Copyright 2019 Inria, Facebook AI Research and the HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the... | 17,760 | 59.411565 | 217 | py |
DeeBERT | DeeBERT-master/transformers/tokenization_xlnet.py | # coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://ww... | 10,317 | 39.622047 | 125 | py |
DeeBERT | DeeBERT-master/transformers/tokenization_distilbert.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 2,438 | 37.714286 | 144 | py |
DeeBERT | DeeBERT-master/transformers/convert_xlm_original_pytorch_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 3,235 | 37.52381 | 117 | py |
DeeBERT | DeeBERT-master/transformers/modeling_tf_xlm.py | # coding=utf-8
# Copyright 2019-present, Facebook, Inc and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Un... | 39,276 | 49.942931 | 193 | py |
DeeBERT | DeeBERT-master/transformers/modeling_beam_search.py | # coding=utf-8
# Copyright (c) 2019 Yang Liu
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publi... | 10,385 | 37.183824 | 100 | py |
DeeBERT | DeeBERT-master/transformers/configuration_transfo_xl.py | # coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the Lice... | 6,819 | 39.35503 | 125 | py |
DeeBERT | DeeBERT-master/transformers/file_utils.py | """
Utilities for working with the local dataset cache.
This file is adapted from the AllenNLP library at https://github.com/allenai/allennlp
Copyright by the AllenNLP authors.
"""
from __future__ import (absolute_import, division, print_function, unicode_literals)
import sys
import json
import logging
import os
impor... | 11,692 | 34.978462 | 144 | py |
DeeBERT | DeeBERT-master/transformers/modeling_tf_ctrl.py | # coding=utf-8
# Copyright 2018 Salesforce and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# h... | 24,528 | 47.380671 | 151 | py |
DeeBERT | DeeBERT-master/transformers/__init__.py | __version__ = "2.1.1"
# Work around to update TensorFlow's absl.logging threshold which alters the
# default Python logging output behavior when present.
# see: https://github.com/abseil/abseil-py/issues/99
# and: https://github.com/tensorflow/tensorflow/issues/26691#issuecomment-500369493
try:
import absl.logging... | 10,661 | 58.898876 | 128 | py |
DeeBERT | DeeBERT-master/transformers/configuration_gpt2.py | # coding=utf-8
# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License... | 6,177 | 41.315068 | 131 | py |
DeeBERT | DeeBERT-master/transformers/tokenization_gpt2.py | # coding=utf-8
# Copyright 2018 The Open AI Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | 10,009 | 41.236287 | 182 | py |
DeeBERT | DeeBERT-master/transformers/modeling_tf_bert.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 55,995 | 51.283847 | 193 | py |
DeeBERT | DeeBERT-master/transformers/configuration_roberta.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 1,793 | 45 | 133 | py |
DeeBERT | DeeBERT-master/transformers/modeling_highway_roberta.py | from __future__ import (absolute_import, division, print_function,
unicode_literals)
import torch
import torch.nn as nn
from torch.nn import CrossEntropyLoss, MSELoss
from .modeling_roberta import RobertaEmbeddings
from .modeling_highway_bert import BertModel, BertPreTrainedModel, entropy, Hig... | 9,356 | 50.983333 | 139 | py |
DeeBERT | DeeBERT-master/transformers/configuration_openai.py | # coding=utf-8
# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License... | 5,100 | 36.785185 | 121 | py |
DeeBERT | DeeBERT-master/transformers/convert_bert_original_tf_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 2,577 | 38.060606 | 101 | py |
DeeBERT | DeeBERT-master/transformers/modeling_tf_distilbert.py | # coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. team, The Google AI Language Team and Facebook, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.or... | 37,652 | 48.674142 | 201 | py |
DeeBERT | DeeBERT-master/transformers/convert_bert_pytorch_checkpoint_to_original_tf.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 4,478 | 33.19084 | 115 | py |
DeeBERT | DeeBERT-master/transformers/modeling_transfo_xl.py | # coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the Lice... | 41,005 | 44.012075 | 157 | py |
DeeBERT | DeeBERT-master/transformers/convert_xlnet_original_tf_checkpoint_to_pytorch.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 4,334 | 40.285714 | 126 | py |
DeeBERT | DeeBERT-master/transformers/modeling_xlnet.py | # coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the Lice... | 74,020 | 52.252518 | 169 | py |
DeeBERT | DeeBERT-master/transformers/modeling_xlm.py | # coding=utf-8
# Copyright 2019-present, Facebook, Inc and the HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Un... | 46,645 | 50.542541 | 163 | py |
DeeBERT | DeeBERT-master/transformers/modeling_tf_utils.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 26,511 | 51.812749 | 472 | py |
DeeBERT | DeeBERT-master/transformers/modeling_ctrl.py | # coding=utf-8
# Copyright 2018 Salesforce and HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# h... | 24,667 | 48.139442 | 146 | py |
DeeBERT | DeeBERT-master/transformers/tokenization_transfo_xl.py | # coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the Lice... | 21,824 | 36.62931 | 133 | py |
DeeBERT | DeeBERT-master/transformers/tokenization_openai.py | # coding=utf-8
# Copyright 2018 The Open AI Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | 7,784 | 36.248804 | 133 | py |
DeeBERT | DeeBERT-master/transformers/modeling_transfo_xl_utilities.py | # coding=utf-8
# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the Lice... | 13,568 | 39.747748 | 132 | py |
DeeBERT | DeeBERT-master/transformers/convert_pytorch_checkpoint_to_tf2.py | # coding=utf-8
# Copyright 2018 The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 15,133 | 61.02459 | 215 | py |
DeeBERT | DeeBERT-master/transformers/modeling_roberta.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 30,485 | 53.634409 | 151 | py |
DeeBERT | DeeBERT-master/transformers/tokenization_utils.py | # coding=utf-8
# Copyright 2018 The Open AI Team Authors and The HuggingFace Inc. team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# ... | 55,072 | 50.422035 | 372 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_transfo_xl_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 8,700 | 38.912844 | 94 | py |
DeeBERT | DeeBERT-master/transformers/tests/tokenization_transfo_xl_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 2,975 | 35.292683 | 120 | py |
DeeBERT | DeeBERT-master/transformers/tests/tokenization_tests_commons.py | # coding=utf-8
# Copyright 2019 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | 15,663 | 45.343195 | 130 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_tf_auto_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 4,154 | 42.736842 | 108 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_tf_ctrl_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 8,453 | 40.851485 | 135 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_tf_gpt2_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 10,147 | 42.553648 | 135 | py |
DeeBERT | DeeBERT-master/transformers/tests/conftest.py | # content of conftest.py
import pytest
def pytest_addoption(parser):
parser.addoption(
"--runslow", action="store_true", default=False, help="run slow tests"
)
parser.addoption(
"--use_cuda", action="store_true", default=False, help="run tests on gpu"
)
def pytest_configure(config):... | 844 | 25.40625 | 81 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_openai_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 8,855 | 39.81106 | 124 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_roberta_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 11,393 | 41.834586 | 143 | py |
DeeBERT | DeeBERT-master/transformers/tests/tokenization_utils_test.py | # coding=utf-8
# Copyright 2018 HuggingFace Inc..
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or a... | 1,858 | 36.938776 | 77 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_common_test.py | # coding=utf-8
# Copyright 2019 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | 35,615 | 42.593635 | 137 | py |
DeeBERT | DeeBERT-master/transformers/tests/tokenization_ctrl_test.py | # coding=utf-8
# Copyright 2018 Salesforce and HuggingFace Inc. team.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by a... | 2,766 | 38.528571 | 95 | py |
DeeBERT | DeeBERT-master/transformers/tests/tokenization_xlm_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 3,278 | 37.576471 | 94 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_auto_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 4,263 | 42.510204 | 122 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_bert_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 18,964 | 50.256757 | 235 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_encoder_decoder_test.py | # coding=utf-8
# Copyright 2018 The Hugging Face Inc. Team
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable... | 1,960 | 35.314815 | 77 | py |
DeeBERT | DeeBERT-master/transformers/tests/optimization_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 6,670 | 43.178808 | 143 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_xlnet_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 14,578 | 42.519403 | 131 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_distilbert_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 10,800 | 43.632231 | 152 | py |
DeeBERT | DeeBERT-master/transformers/tests/tokenization_bert_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 5,391 | 36.444444 | 90 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_tf_distilbert_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 9,856 | 43.201794 | 151 | py |
DeeBERT | DeeBERT-master/transformers/tests/tokenization_auto_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 1,775 | 36.787234 | 95 | py |
DeeBERT | DeeBERT-master/transformers/tests/configuration_common_test.py | # coding=utf-8
# Copyright 2019 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | 2,330 | 36 | 91 | py |
DeeBERT | DeeBERT-master/transformers/tests/tokenization_roberta_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 4,189 | 40.485149 | 121 | py |
DeeBERT | DeeBERT-master/transformers/tests/tokenization_xlnet_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 5,339 | 47.990826 | 128 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_tf_openai_gpt_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 10,178 | 42.875 | 137 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_tf_transfo_xl_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 8,483 | 37.917431 | 104 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_tf_common_test.py | # coding=utf-8
# Copyright 2019 HuggingFace Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ag... | 21,957 | 44.556017 | 140 | py |
DeeBERT | DeeBERT-master/transformers/tests/__init__.py | 0 | 0 | 0 | py | |
DeeBERT | DeeBERT-master/transformers/tests/modeling_xlm_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 13,845 | 41.472393 | 171 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_tf_bert_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 15,160 | 45.79321 | 162 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_gpt2_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 10,296 | 40.353414 | 135 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_tf_xlm_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 10,924 | 40.226415 | 171 | py |
DeeBERT | DeeBERT-master/transformers/tests/tokenization_gpt2_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 2,926 | 39.09589 | 95 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_ctrl_test.py | # coding=utf-8
# Copyright 2018 Salesforce and HuggingFace Inc. team.
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by a... | 8,667 | 39.12963 | 135 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_tf_xlnet_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 13,322 | 42.256494 | 127 | py |
DeeBERT | DeeBERT-master/transformers/tests/modeling_tf_roberta_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 11,158 | 41.591603 | 161 | py |
DeeBERT | DeeBERT-master/transformers/tests/tokenization_openai_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 2,648 | 35.287671 | 90 | py |
DeeBERT | DeeBERT-master/transformers/tests/tokenization_distilbert_test.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by ... | 1,915 | 36.568627 | 93 | py |
DeeBERT | DeeBERT-master/transformers/data/__init__.py | from .processors import InputExample, InputFeatures, DataProcessor
from .processors import glue_output_modes, glue_processors, glue_tasks_num_labels, glue_convert_examples_to_features
from .metrics import is_sklearn_available
if is_sklearn_available():
from .metrics import glue_compute_metrics
| 300 | 42 | 116 | py |
DeeBERT | DeeBERT-master/transformers/data/metrics/__init__.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 2,870 | 33.178571 | 117 | py |
DeeBERT | DeeBERT-master/transformers/data/processors/glue.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 20,708 | 36.448463 | 130 | py |
DeeBERT | DeeBERT-master/transformers/data/processors/utils.py | # coding=utf-8
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a cop... | 4,706 | 35.773438 | 99 | py |
DeeBERT | DeeBERT-master/transformers/data/processors/__init__.py | from .utils import InputExample, InputFeatures, DataProcessor
from .glue import glue_output_modes, glue_processors, glue_tasks_num_labels, glue_convert_examples_to_features
| 174 | 42.75 | 110 | py |
QU-BraTS | QU-BraTS-main/BraTS_Seg_Uncertainty.py | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import os
import argparse
import numpy as np
import pandas as pd
from sklearn.metrics import auc
import nibabel as nib
from time import time
#############################################3
### Pretty plots
im... | 16,053 | 32.101031 | 143 | py |
mvksc-rkm | mvksc-rkm-main/kernels.py | import concurrent
import copy
from abc import ABC, abstractmethod
from concurrent.futures.thread import ThreadPoolExecutor
from typing import Callable, List
import numpy as np
import scipy as sp
import torch
from torch import nn
from torch.nn import Parameter
Tensor = torch.Tensor
def kernel_factory(name: str, param:... | 4,124 | 33.090909 | 108 | py |
mvksc-rkm | mvksc-rkm-main/ksc.py | import socket
import time
from argparse import Namespace
from datetime import datetime
from functools import partial
from typing import List
import scipy.sparse.linalg
import torch
import os
from definitions import OUT_DIR
from utils import my_sign
import utils
from dataloader import get_dataloader, get_dataset
os.envi... | 7,621 | 40.423913 | 271 | py |
mvksc-rkm | mvksc-rkm-main/mvksclssvm.py | import socket
import time
from argparse import Namespace
from datetime import datetime
from functools import partial
import scipy.sparse.linalg
import os
from definitions import OUT_DIR
from mvkscrkm import omega_mv, degree_matrix, centered_omegas, codebook, compute_alphaCenters, closest_code, assign_uncoupled, assign_... | 6,512 | 41.019355 | 157 | py |
mvksc-rkm | mvksc-rkm-main/definitions.py | import os
from wcmatch import pathlib
import torch
import sys
import numpy as np
torch.cuda.empty_cache()
Tensor = torch.Tensor
device = torch.device("cpu")
TensorType = torch.FloatTensor if "dataset=reuters" in sys.argv else torch.DoubleTensor
torch.set_default_tensor_type(TensorType)
ROOT_DIR = pathlib.Path(os.path... | 544 | 33.0625 | 95 | py |
mvksc-rkm | mvksc-rkm-main/mvkscrkm.py | import socket
import time
from argparse import Namespace
from typing import List
import scipy.sparse.linalg
import torch
import os
import definitions
from definitions import OUT_DIR
from utils import my_sign
import utils
from dataloader import get_dataloader, get_dataset
os.environ["KMP_DUPLICATE_LIB_OK"]="TRUE"
from k... | 11,411 | 39.183099 | 149 | py |
mvksc-rkm | mvksc-rkm-main/dataloader.py | import math
import os
from argparse import Namespace
from typing import List
import numpy as np
import scipy.io
import torch
import torchvision
from torch.utils.data import Dataset, DataLoader, SubsetRandomSampler
from torchvision import datasets, transforms
from definitions import DATA_DIR, device, TensorType, Tensor
... | 16,212 | 40.359694 | 198 | py |
mvksc-rkm | mvksc-rkm-main/utils.py | import collections
import logging
import sys
from datetime import datetime
from torch.utils.data import Dataset
import numpy as np
import utils
def merge_two_dicts(x, y):
# In case of same key, it keeps the value of y
return {**x, **y}
def merge_dicts(list_of_dicts):
from functools import reduce
ret... | 3,385 | 37.044944 | 139 | py |
mvksc-rkm | mvksc-rkm-main/metrics.py | from functools import partial
import numpy as np
from sklearn.metrics.cluster import adjusted_rand_score, normalized_mutual_info_score
from sklearn.metrics.cluster._unsupervised import check_number_of_labels
from sklearn.metrics.pairwise import cosine_similarity
from sklearn.metrics import silhouette_score, calinski_ha... | 6,726 | 40.524691 | 179 | py |
more | more-main/cameras.py | """Camera configs."""
import numpy as np
import pybullet as p
class RealSenseD435:
"""Default configuration with 3 RealSense RGB-D cameras.
https://www.intel.com/content/www/us/en/support/articles/000030385/emerging-technologies/intel-realsense-technology.html
camera_image_size = (480, 640)
camera_fo... | 3,578 | 32.138889 | 124 | py |
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