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 |
|---|---|---|---|---|---|---|
DeeBERT | DeeBERT-master/examples/run_tf_glue.py | import os
import tensorflow as tf
import tensorflow_datasets
from transformers import BertTokenizer, TFBertForSequenceClassification, BertConfig, glue_convert_examples_to_features, BertForSequenceClassification, glue_processors
# script parameters
BATCH_SIZE = 32
EVAL_BATCH_SIZE = BATCH_SIZE * 2
USE_XLA = False
USE_AM... | 3,978 | 41.329787 | 166 | py |
DeeBERT | DeeBERT-master/examples/run_multiple_choice.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... | 29,296 | 50.945035 | 168 | py |
DeeBERT | DeeBERT-master/examples/contrib/run_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... | 6,742 | 42.785714 | 111 | py |
DeeBERT | DeeBERT-master/examples/contrib/run_swag.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... | 31,683 | 45.731563 | 154 | py |
DeeBERT | DeeBERT-master/examples/contrib/run_openai_gpt.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... | 14,471 | 48.731959 | 132 | py |
DeeBERT | DeeBERT-master/examples/contrib/run_camembert.py | from pathlib import Path
import tarfile
import urllib.request
import torch
from transformers.tokenization_camembert import CamembertTokenizer
from transformers.modeling_camembert import CamembertForMaskedLM
def fill_mask(masked_input, model, tokenizer, topk=5):
# Adapted from https://github.com/pytorch/fairseq/... | 2,015 | 40.142857 | 114 | py |
DeeBERT | DeeBERT-master/examples/distillation/grouped_batch_sampler.py | # coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. 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.org/licenses/LICENSE-2.0
#
# Un... | 4,368 | 40.216981 | 125 | py |
DeeBERT | DeeBERT-master/examples/distillation/utils.py | # coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. 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.org/licenses/LICENSE-2.0
#
# Un... | 4,308 | 32.146154 | 104 | py |
DeeBERT | DeeBERT-master/examples/distillation/lm_seqs_dataset.py | # coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. 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.org/licenses/LICENSE-2.0
#
# Un... | 5,453 | 34.881579 | 111 | py |
DeeBERT | DeeBERT-master/examples/distillation/run_squad_w_distillation.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... | 33,733 | 55.129784 | 151 | py |
DeeBERT | DeeBERT-master/examples/distillation/train.py | # coding=utf-8
# Copyright 2019-present, 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... | 13,598 | 45.731959 | 135 | py |
DeeBERT | DeeBERT-master/examples/distillation/distiller.py | # coding=utf-8
# Copyright 2019-present, the HuggingFace Inc. 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.org/licenses/LICENSE-2.0
#
# Un... | 25,933 | 46.848708 | 163 | py |
DeeBERT | DeeBERT-master/examples/distillation/scripts/extract.py | # coding=utf-8
# Copyright 2019-present, 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... | 4,326 | 47.077778 | 158 | py |
DeeBERT | DeeBERT-master/examples/distillation/scripts/extract_distilbert.py | # coding=utf-8
# Copyright 2019-present, 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... | 4,255 | 50.277108 | 158 | py |
DeeBERT | DeeBERT-master/templates/adding_a_new_model/modeling_xxx.py | # coding=utf-8
# Copyright 2018 XXX 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 applicable law or agreed ... | 34,579 | 51.473445 | 151 | py |
DeeBERT | DeeBERT-master/templates/adding_a_new_model/convert_xxx_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... | 2,565 | 37.878788 | 100 | py |
DeeBERT | DeeBERT-master/templates/adding_a_new_model/modeling_tf_xxx.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... | 27,575 | 53.605941 | 193 | py |
DeeBERT | DeeBERT-master/templates/adding_a_new_model/tests/modeling_xxx_test.py | # coding=utf-8
# Copyright 2018 XXX 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 applicable law or agreed... | 11,628 | 44.425781 | 160 | py |
DeeBERT | DeeBERT-master/templates/adding_a_new_example_script/run_xxx.py | # coding=utf-8
# Copyright 2018 XXX. 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 applicable... | 30,654 | 53.741071 | 151 | py |
DeeBERT | DeeBERT-master/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 applicable... | 15,827 | 49.893891 | 472 | py |
DeeBERT | DeeBERT-master/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/licenses/LICEN... | 7,658 | 44.052941 | 134 | py |
DeeBERT | DeeBERT-master/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 used a... | 7,085 | 53.507692 | 135 | py |
DeeBERT | DeeBERT-master/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 a cop... | 10,830 | 50.822967 | 296 | py |
DeeBERT | DeeBERT-master/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 a cop... | 12,356 | 41.610345 | 166 | py |
DeeBERT | DeeBERT-master/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.apache.or... | 39,452 | 49.710797 | 201 | py |
DeeBERT | DeeBERT-master/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 License... | 32,228 | 49.834385 | 193 | py |
DeeBERT | DeeBERT-master/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 Lice... | 36,425 | 45.820051 | 193 | py |
DeeBERT | DeeBERT-master/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 applicable... | 36,704 | 70.970588 | 472 | py |
DeeBERT | DeeBERT-master/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 a cop... | 44,706 | 51.596471 | 472 | py |
DeeBERT | DeeBERT-master/transformers/modeling_highway_bert.py | import torch
from torch import nn
from torch.nn import CrossEntropyLoss, MSELoss
from .modeling_bert import BertLayer, BertLayerNorm, BertPreTrainedModel
def entropy(x):
# x: torch.Tensor, logits BEFORE softmax
x = torch.softmax(x, dim=-1) # softmax normalized prob distribution
return -torc... | 22,285 | 48.414634 | 150 | py |
DeeBERT | DeeBERT-master/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 License... | 30,118 | 49.535235 | 193 | py |
DeeBERT | DeeBERT-master/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 a cop... | 67,826 | 52.239403 | 187 | 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/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_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/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/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/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/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/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/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/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/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/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/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/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/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_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_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 |
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/more_main.py | import argparse
from collections import defaultdict
import math
import time
from constants import (
COLOR_MEAN,
COLOR_STD,
DEPTH_MEAN,
DEPTH_STD,
GRASP_Q_GRASP_THRESHOLD,
GRASP_Q_PUSH_THRESHOLD,
GRIPPER_GRASP_WIDTH_PIXEL,
GRIPPER_PUSH_RADIUS_PIXEL,
IMAGE_PAD_WIDTH,
IS_REAL,
M... | 20,203 | 35.143113 | 155 | py |
more | more-main/lifelong_trainer.py | import numpy as np
import utils
import torch
from models import PushNet, reinforcement_net
from dataset import LifelongDataset
import argparse
import time
import datetime
import cv2
from torchvision.transforms import ToPILImage
import os
from constants import (
GRIPPER_GRASP_INNER_DISTANCE,
GRIPPER_GRASP_INNER_... | 17,323 | 38.825287 | 112 | py |
more | more-main/ppn_main.py | import argparse
from collections import defaultdict
import math
import time
from constants import (
COLOR_MEAN,
COLOR_STD,
DEPTH_MEAN,
DEPTH_STD,
GRASP_Q_GRASP_THRESHOLD,
GRIPPER_GRASP_WIDTH_PIXEL,
GRIPPER_PUSH_RADIUS_PIXEL,
IMAGE_PAD_WIDTH,
IS_REAL,
NUM_ROTATION,
PIXEL_SIZE,... | 20,013 | 36.270019 | 155 | py |
more | more-main/train_maskrcnn.py | import torch
import torchvision
from dataset import SegmentationDataset
import log_utils
import torch_utils
import datetime
import argparse
import time
import os
from vision.coco_utils import get_coco_api_from_dataset
from vision.coco_eval import CocoEvaluator
import vision.transforms as T
import math
from torchvision.... | 12,144 | 36.254601 | 168 | py |
more | more-main/collect_train_grasp_data.py | import numpy as np
import time
import cv2
import utils
import datetime
import os
import glob
import argparse
from threading import Thread
import pybullet as p
import torch
from trainer import Trainer
from constants import (
TARGET_LOWER,
TARGET_UPPER,
DEPTH_MIN,
PUSH_DISTANCE,
NUM_ROTATION,
GRA... | 67,276 | 46.646601 | 179 | py |
more | more-main/dataset.py | from torch.utils.data.sampler import Sampler
import os
import math
import re
import numpy as np
import torch
import torch.utils.data
import cv2
import imutils
from torchvision.transforms import functional as TF
from PIL import Image
import random
from constants import (
IMAGE_OBJ_CROP_SIZE,
IMAGE_SIZE,
WORK... | 59,575 | 39.973865 | 139 | py |
more | more-main/old_utils.py | from collections import defaultdict, deque
import time
import datetime
import torch.distributed as dist
import torch
import torch.nn as nn
import torch.nn.functional as F
# Cross entropy loss for 2D outputs
class CrossEntropyLoss2d(nn.Module):
def __init__(self, weight=None, size_average=True):
super(Cros... | 9,084 | 31.216312 | 112 | py |
more | more-main/train_push_prediction.py | import torch
from torchvision import transforms as T
from push_net import PushPredictionNet
from dataset import PushPredictionMultiDataset, ClusterRandomSampler
import argparse
import time
import datetime
import os
import numpy as np
import cv2
from torch.utils.tensorboard import SummaryWriter
from constants import (
... | 44,879 | 38.402985 | 170 | py |
more | more-main/torch_utils.py | import torch
import torch.distributed as dist
def warmup_lr_scheduler(optimizer, warmup_iters, warmup_factor):
"""
https://github.com/pytorch/vision/blob/master/references/detection/utils.py
"""
def f(x):
if x >= warmup_iters:
return 1
alpha = float(x) / warmup_iters
... | 1,845 | 27.4 | 80 | py |
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