repo stringlengths 1 99 | file stringlengths 13 215 | code stringlengths 12 59.2M | file_length int64 12 59.2M | avg_line_length float64 3.82 1.48M | max_line_length int64 12 2.51M | extension_type stringclasses 1
value |
|---|---|---|---|---|---|---|
SMedBERT | SMedBERT-main/pytorch_pretrained_bert/optimization.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... | 12,271 | 40.459459 | 139 | py |
SMedBERT | SMedBERT-main/pytorch_pretrained_bert/modeling.py | # coding=utf-8
# dsafdsafdsa
# 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 ma... | 132,631 | 54.751156 | 233 | py |
SMedBERT | SMedBERT-main/pytorch_pretrained_bert/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... | 9,207 | 32.483636 | 112 | py |
SMedBERT | SMedBERT-main/pytorch_pretrained_bert/attention.py | import enum
import math
import copy
import json
import torch
import torch.nn as nn
# from torch_geometric.nn import GraphConv,AGNNConv,FastRGCNConv,RGCNConv,DNAConv
from torch.nn.utils.rnn import pack_sequence, pad_packed_sequence
# from apex.normalization import FusedLayerNorm
def attention(query, key, value, mask=No... | 10,999 | 42.478261 | 108 | py |
SMedBERT | SMedBERT-main/transformers/modeling_encoder_decoder.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 a... | 16,137 | 24.987118 | 472 | py |
SMedBERT | SMedBERT-main/transformers/modeling_tf_albert.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 L... | 40,503 | 24.522369 | 193 | py |
SMedBERT | SMedBERT-main/transformers/optimization.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/license... | 9,084 | 25.79941 | 134 | py |
SMedBERT | SMedBERT-main/transformers/__main__.py | # coding: utf8
def main():
import sys
if (len(sys.argv) < 4 or len(sys.argv) > 6) or sys.argv[1] not in ["bert", "gpt", "transfo_xl", "gpt2", "xlnet", "xlm"]:
print(
"This command line utility let you convert original (author released) model checkpoint to pytorch.\n"
"It should be ... | 7,214 | 26.857143 | 135 | py |
SMedBERT | SMedBERT-main/transformers/configuration_utils_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... | 11,365 | 25.618267 | 296 | py |
SMedBERT | SMedBERT-main/transformers/configuration_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... | 11,363 | 25.738824 | 296 | py |
SMedBERT | SMedBERT-main/transformers/optimization_tf.py | # Copyright 2019 The TensorFlow Authors. 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by... | 10,082 | 18.80943 | 155 | py |
SMedBERT | SMedBERT-main/transformers/modeling_tf_pytorch_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... | 12,757 | 20.808547 | 166 | py |
SMedBERT | SMedBERT-main/transformers/modeling_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.ap... | 40,520 | 24.991661 | 201 | py |
SMedBERT | SMedBERT-main/transformers/modeling_tf_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 L... | 32,884 | 24.955012 | 193 | py |
SMedBERT | SMedBERT-main/transformers/modeling_tf_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... | 37,204 | 22.926045 | 193 | py |
SMedBERT | SMedBERT-main/transformers/modeling_tf_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 a... | 37,941 | 35.377756 | 472 | py |
SMedBERT | SMedBERT-main/transformers/modeling_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... | 46,390 | 25.95584 | 472 | py |
SMedBERT | SMedBERT-main/transformers/modeling_tf_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 L... | 30,715 | 24.790092 | 193 | py |
SMedBERT | SMedBERT-main/transformers/modeling_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... | 86,962 | 31.460993 | 187 | py |
SMedBERT | SMedBERT-main/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 L... | 35,117 | 24.994078 | 148 | py |
SMedBERT | SMedBERT-main/transformers/convert_albert_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 a... | 2,663 | 19.030075 | 103 | py |
SMedBERT | SMedBERT-main/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 L... | 31,920 | 24.354249 | 148 | py |
SMedBERT | SMedBERT-main/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 a... | 3,149 | 19.860927 | 111 | py |
SMedBERT | SMedBERT-main/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... | 22,767 | 25.944379 | 193 | py |
SMedBERT | SMedBERT-main/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 a... | 8,666 | 23.00831 | 188 | py |
SMedBERT | SMedBERT-main/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/license... | 22,953 | 21.839801 | 183 | py |
SMedBERT | SMedBERT-main/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 a... | 5,635 | 22.982979 | 121 | py |
SMedBERT | SMedBERT-main/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
#
# ... | 5,918 | 19.623693 | 120 | py |
SMedBERT | SMedBERT-main/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... | 8,504 | 23.230769 | 110 | py |
SMedBERT | SMedBERT-main/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... | 60,836 | 51.220601 | 193 | py |
SMedBERT | SMedBERT-main/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 a... | 3,236 | 20.437086 | 118 | py |
SMedBERT | SMedBERT-main/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 ... | 18,053 | 29.756388 | 217 | py |
SMedBERT | SMedBERT-main/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 a... | 3,318 | 18.874251 | 117 | py |
SMedBERT | SMedBERT-main/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... | 40,046 | 24.98767 | 193 | py |
SMedBERT | SMedBERT-main/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
impor... | 13,210 | 17.899857 | 144 | py |
SMedBERT | SMedBERT-main/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
#
... | 25,054 | 23.733465 | 151 | py |
SMedBERT | SMedBERT-main/transformers/__init__.py | __version__ = "2.2.1"
# 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.... | 11,975 | 29.945736 | 128 | py |
SMedBERT | SMedBERT-main/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... | 57,109 | 25.674451 | 193 | py |
SMedBERT | SMedBERT-main/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 a... | 2,642 | 19.175573 | 101 | py |
SMedBERT | SMedBERT-main/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.ap... | 41,430 | 24.717567 | 201 | py |
SMedBERT | SMedBERT-main/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 a... | 4,608 | 16.659004 | 115 | py |
SMedBERT | SMedBERT-main/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... | 41,915 | 22.018122 | 157 | py |
SMedBERT | SMedBERT-main/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 a... | 4,438 | 20.239234 | 126 | py |
SMedBERT | SMedBERT-main/transformers/modeling_albert.py |
# coding=utf-8
# Copyright 2018 Google AI, Google Brain 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-... | 40,592 | 24.323144 | 171 | py |
SMedBERT | SMedBERT-main/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... | 82,665 | 26.582916 | 169 | py |
SMedBERT | SMedBERT-main/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... | 47,549 | 25.28524 | 163 | py |
SMedBERT | SMedBERT-main/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... | 27,528 | 25.701261 | 472 | py |
SMedBERT | SMedBERT-main/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
#
... | 25,310 | 24.185075 | 146 | py |
SMedBERT | SMedBERT-main/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... | 22,391 | 18.522232 | 133 | py |
SMedBERT | SMedBERT-main/transformers/file_utils_bert.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
impor... | 13,205 | 17.892704 | 144 | py |
SMedBERT | SMedBERT-main/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... | 13,898 | 19.963801 | 132 | py |
SMedBERT | SMedBERT-main/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 a... | 15,807 | 30.806841 | 215 | py |
SMedBERT | SMedBERT-main/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... | 31,042 | 26.841256 | 151 | py |
SMedBERT | SMedBERT-main/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... | 60,557 | 25.677533 | 372 | py |
SMedBERT | SMedBERT-main/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 req... | 8,975 | 19.446469 | 94 | py |
SMedBERT | SMedBERT-main/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 req... | 2,964 | 17.190184 | 90 | py |
SMedBERT | SMedBERT-main/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 req... | 9,163 | 19.970252 | 124 | py |
SMedBERT | SMedBERT-main/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 req... | 11,690 | 20.852336 | 143 | py |
SMedBERT | SMedBERT-main/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 ... | 37,341 | 21.240619 | 137 | py |
SMedBERT | SMedBERT-main/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 req... | 4,296 | 21.035897 | 122 | py |
SMedBERT | SMedBERT-main/transformers/tests/modeling_albert_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 req... | 11,132 | 22.14553 | 163 | py |
SMedBERT | SMedBERT-main/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 req... | 19,305 | 24.983849 | 235 | py |
SMedBERT | SMedBERT-main/transformers/tests/utils.py | import os
import unittest
from distutils.util import strtobool
from transformers.file_utils import _tf_available, _torch_available
try:
run_slow = os.environ["RUN_SLOW"]
except KeyError:
# RUN_SLOW isn't set, default to skipping slow tests.
_run_slow_tests = False
else:
# RUN_SLOW is s... | 1,662 | 11.891473 | 76 | py |
SMedBERT | SMedBERT-main/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 a... | 1,983 | 17.895238 | 77 | py |
SMedBERT | SMedBERT-main/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 req... | 6,812 | 21.634551 | 143 | py |
SMedBERT | SMedBERT-main/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 req... | 18,266 | 21.862328 | 137 | py |
SMedBERT | SMedBERT-main/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 req... | 11,205 | 21.822811 | 152 | py |
SMedBERT | SMedBERT-main/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 req... | 10,037 | 21.659142 | 151 | py |
SMedBERT | SMedBERT-main/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 req... | 8,659 | 19 | 104 | py |
SMedBERT | SMedBERT-main/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 ... | 14,623 | 21.814353 | 134 | py |
SMedBERT | SMedBERT-main/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 req... | 14,334 | 20.752656 | 171 | py |
SMedBERT | SMedBERT-main/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 req... | 10,636 | 20.231537 | 135 | py |
SMedBERT | SMedBERT-main/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 requi... | 8,938 | 19.644342 | 135 | py |
SMedBERT | SMedBERT-main/transformers/__pycache__/modeling_utils_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... | 46,368 | 25.911782 | 472 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/test.py | from utils import load_geodesics
import hydra
import omegaconf
import logging
logger = logging.getLogger(__name__)
import os
import torch
import numpy as np
import importlib
import dataset
from utils import ModelWrapper
import torch.nn.functional as F
from metrics import eval_iou, eval_map
from tqdm import tqdm
import ... | 4,117 | 35.442478 | 152 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/utils.py | import torch
import torch.nn.functional as F
import os
import pickle
from tqdm import tqdm
import numpy as np
from sklearn import neighbors
from sklearn.utils.graph import graph_shortest_path
import multiprocessing
from dataset import normalize_pc
BASEDIR = os.path.dirname(os.path.abspath(__file__))
class AverageMete... | 3,323 | 31.910891 | 185 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/dataset.py | import numpy as np
from glob import glob
import os
import torch
import json
from scipy.stats import special_ortho_group
from sklearn.metrics import pairwise_distances_argmin
BASEDIR = os.path.join(os.path.dirname(os.path.abspath(__file__)), '..')
ID2NAMES = {"02691156": "airplane",
"02808440": "bathtub",
... | 8,204 | 38.258373 | 186 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/train.py | import os
import hydra
import torch
import logging
logger = logging.getLogger(__name__)
import omegaconf
import importlib
from tqdm import tqdm
from utils import AverageMeter, ModelWrapper
import dataset
import utils
def train(cfg):
KeypointDataset = getattr(dataset, 'Keypoint{}Dataset'.format(cfg.task.capitaliz... | 2,768 | 29.428571 | 152 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/dgcnn.py | import torch
import torch as t
import torch.nn as nn
import torch.nn.functional as F
import numpy as np
def knn(x, k):
inner = -2 * t.matmul(x.transpose(2, 1), x)
xx = t.sum(x ** 2, dim=1, keepdim=True)
pairwise_distance = -xx - inner - xx.transpose(2, 1)
idx = pairwise_distance.topk(k=k, dim=-1)[1] ... | 6,310 | 34.655367 | 180 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/pointnet.py | import torch
import torch.nn as nn
import torch.nn.parallel
import torch.utils.data
from torch.autograd import Variable
import numpy as np
import torch.nn.functional as F
class STN3d(nn.Module):
def __init__(self):
super(STN3d, self).__init__()
self.conv1 = torch.nn.Conv1d(3, 64, 1)
self.c... | 7,343 | 31.64 | 128 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/pointnet2.py | import torch
import torch.nn as nn
from .pointnet2_utils import etw_pytorch_utils as pt_utils
from collections import namedtuple
import torch.nn.functional as F
from .pointnet2_utils import utils as pointnet2_utils
class _PointnetSAModuleBase(nn.Module):
def __init__(self):
super(_PointnetSAModuleBase, se... | 10,919 | 32.394495 | 112 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/spidercnn.py | import os, sys
import torch
import torch.nn as nn
import torch.nn.functional as F
from .spidercnn_utils import utils as pt_utils
import os, sys
def _knn_indices(feat, k, centroid=None, dist=False):
'''
feat : B x C x N
centroid : B x C x n
dist : whether return dist value
k : int
return
... | 8,346 | 31.478599 | 103 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/pointconv.py | import torch
import torch.nn as nn
import torch.nn.functional as F
from time import time
import numpy as np
from sklearn.neighbors.kde import KernelDensity
def timeit(tag, t):
print("{}: {}s".format(tag, time() - t))
return time()
def square_distance(src, dst):
"""
Calculate Euclid distance between ... | 21,470 | 38.46875 | 147 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/graphcnn.py | import warnings
warnings.simplefilter("ignore", UserWarning)
import torch
import torch.nn as nn
import numpy as np
import torch.nn.functional as F
import scipy
from sklearn import neighbors
from torch.autograd import Variable
class my_sparse_mm(torch.autograd.Function):
"""
Implementation of a new autograd fu... | 7,218 | 30.251082 | 128 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/rscnn.py | import os, sys
BASE_DIR = os.path.dirname(os.path.abspath(__file__))
sys.path.append(BASE_DIR)
sys.path.append(os.path.join(BASE_DIR, "../utils"))
import torch
import torch.nn as nn
from torch.autograd import Variable
from .rscnn_utils import pytorch_utils as pt_utils
from .rscnn_utils.pointnet2_modules import Pointne... | 6,112 | 35.386905 | 112 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/rsnet.py | import torch
import torch.nn as nn
import math
import torch.nn.functional as F
from torch.autograd import Variable
import numpy as np
#-- slice processing utils
def gen_slice_idx(data, resolution, axis=2):
indices = np.zeros(( data.shape[0], data.shape[2] ))
for n in range(data.shape[0]):
indices[n] ... | 9,278 | 42.768868 | 236 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/rscnn_utils/pointnet2_utils.py | import torch
from torch.autograd import Variable
from torch.autograd import Function
import torch.nn.functional as F
import torch.nn as nn
from collections import namedtuple
from . import pytorch_utils as pt_utils
from typing import List, Tuple
import rscnn_ops._ext as _ext
class RandomDropout(nn.Module):
def _... | 11,947 | 26.850816 | 103 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/rscnn_utils/pointnet2_modules.py | import torch
import torch.nn as nn
from . import pointnet2_utils
from . import pytorch_utils as pt_utils
from typing import List
import math
class _PointnetSAModuleBase(nn.Module):
def __init__(self):
super().__init__()
self.npoint = None
self.groupers = None
self.mlps = None
... | 9,293 | 33.422222 | 176 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/rscnn_utils/pytorch_utils.py | import torch
import torch.nn as nn
import torch.nn.functional as F
from torch.autograd import Variable
from torch.autograd.function import InplaceFunction
from itertools import repeat
import numpy as np
import shutil, os
from typing import List, Tuple
from scipy.stats import t as student_t
import statistics as stats
im... | 22,600 | 28.466754 | 140 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/rscnn_utils/custom_ops/setup.py | import glob
import os.path as osp
from setuptools import find_packages, setup
from torch.utils.cpp_extension import BuildExtension, CUDAExtension
_ext_src_root = osp.join('src_root')
_ext_sources = glob.glob(osp.join(_ext_src_root, "csrc", "*.cpp")) + glob.glob(
osp.join(_ext_src_root, "csrc", "*.cu")
)
_ext_head... | 596 | 28.85 | 105 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/pointnet2_utils/utils.py | import torch
from torch.autograd import Function
import torch.nn as nn
from . import etw_pytorch_utils as pt_utils
import builtins
try:
import pointnet2._ext as _ext
except ImportError:
if not getattr(builtins, "__POINTNET2_SETUP__", False):
raise ImportError(
"Could not import _ext module... | 10,160 | 26.314516 | 103 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/pointnet2_utils/custom_ops/setup.py | # Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
from setuptools import setup
from torch.utils.cpp_extension import BuildExtension, CUDAExtension
import glob
_ext_src_root = "_ext_src"
_ext... | 927 | 28.935484 | 83 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/pointnet2_utils/etw_pytorch_utils/persistent_dataloader.py | from __future__ import division, absolute_import, with_statement, print_function, unicode_literals
import torch
import torch.multiprocessing as multiprocessing
from torch.utils.data.sampler import (SequentialSampler, RandomSampler,
BatchSampler)
import signal
import collections
imp... | 16,786 | 35.572985 | 98 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/pointnet2_utils/etw_pytorch_utils/sacred_trainer.py | from __future__ import division, absolute_import, with_statement, print_function, unicode_literals
import torch
import torch.nn as nn
import numpy as np
import tqdm
import sacred
import os.path as osp
from .pytorch_utils import checkpoint_state
if False:
# Workaround for type hints without depending on the `typi... | 7,292 | 30.847162 | 116 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/pointnet2_utils/etw_pytorch_utils/seq.py | from __future__ import division, absolute_import, with_statement, print_function, unicode_literals
import torch.nn as nn
from .pytorch_utils import (BatchNorm1d, BatchNorm2d, BatchNorm3d, Conv1d,
Conv2d, Conv3d, FC)
if False:
# Workaround for type hints without depending on the `typing... | 5,281 | 28.841808 | 152 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/pointnet2_utils/etw_pytorch_utils/__init__.py | from __future__ import division, absolute_import, with_statement, print_function, unicode_literals
__version__ = '1.1.1'
try:
__ETW_PT_UTILS_SETUP__
except:
__ETW_PT_UTILS_SETUP__ = False
if not __ETW_PT_UTILS_SETUP__:
from .pytorch_utils import *
from .persistent_dataloader import DataLoader
from... | 360 | 24.785714 | 98 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/pointnet2_utils/etw_pytorch_utils/pytorch_utils.py | from __future__ import division, absolute_import, with_statement, print_function, unicode_literals
import torch
import torch.nn as nn
from torch.autograd.function import InplaceFunction
from itertools import repeat
import numpy as np
import shutil
import tqdm
from scipy.stats import t as student_t
import statistics as ... | 24,423 | 30.353017 | 175 | py |
KeypointNet | KeypointNet-master/benchmark_scripts/models/spidercnn_utils/utils.py | import torch
import torch.nn as nn
from torch.autograd import Variable
from torch.autograd.function import InplaceFunction
from itertools import repeat
import numpy as np
import shutil, os
import tqdm
from operator import itemgetter
from typing import List, Tuple
from scipy.stats import t as student_t
import statistics... | 24,731 | 28.869565 | 140 | py |
pyGAT | pyGAT-master/utils.py | import numpy as np
import scipy.sparse as sp
import torch
def encode_onehot(labels):
# The classes must be sorted before encoding to enable static class encoding.
# In other words, make sure the first class always maps to index 0.
classes = sorted(list(set(labels)))
classes_dict = {c: np.identity(len(... | 2,729 | 34.921053 | 138 | py |
pyGAT | pyGAT-master/layers.py | import numpy as np
import torch
import torch.nn as nn
import torch.nn.functional as F
class GraphAttentionLayer(nn.Module):
"""
Simple GAT layer, similar to https://arxiv.org/abs/1710.10903
"""
def __init__(self, in_features, out_features, dropout, alpha, concat=True):
super(GraphAttentionLaye... | 5,074 | 33.52381 | 109 | py |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.