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 |
|---|---|---|---|---|---|---|
LongTailCXR | LongTailCXR-main/src/datasets.py | import os
import cv2
import numpy as np
import pandas as pd
import torch
import torchvision
class NIH_CXR_Dataset(torch.utils.data.Dataset):
def __init__(self, data_dir, label_dir, split):
self.data_dir = data_dir
self.split = split
self.CLASSES = [
'No Finding', 'Infiltration... | 5,736 | 38.294521 | 110 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/test.py |
import torch
import torch.nn as nn
from torchtext import data
import spacy
import pandas as pd
import numpy as np
from sklearn.metrics import accuracy_score
from scipy import spatial
from sklearn.metrics.pairwise import cosine_similarity
import numpy as np
from sklearn.metrics.pairwise import cosine_similarity
# ve... | 4,903 | 31.476821 | 1,199 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/model_blstm.py | # model.py
import torch
from copy import deepcopy
from torch import nn
import numpy as np
from torch.nn import functional as F
from Pytorch.Model_Transformer.utils import *
from Pytorch.Model_Transformer.train import return_emb1,return_emb2
class TextRNN(nn.Module):
def __init__(self, config, vocab_size1,vocab_s... | 6,293 | 41.816327 | 120 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/utils_SA.py | # utils.py
import torch
#import gensim
#from gensim.test.utils import datapath, get_tmpfile
#from gensim.models import KeyedVectors
#from gensim.scripts.glove2word2vec import glove2word2vec
from torchtext import data
import spacy
import pandas as pd
from Pytorch.Model_Transformer.config import Config
import numpy as n... | 12,643 | 37.785276 | 112 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/comment_model.py | # Model.py
import torch
import torch.nn as nn
from copy import deepcopy
from train_utils import Embeddings, PositionalEncoding
from attention import MultiHeadedAttention
from encoder import EncoderLayer, Encoder
from encoder_cross import EncoderCross, EncoderLayerCross
from feed_forward import PositionwiseFeedForward
... | 12,031 | 39.92517 | 113 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/x.py | #from Pytorch.Model_Transformer.imap_qa import calc_map1,calc_mrr1
from Pytorch.Model_Transformer.imap_qa_test import calc_map1,calc_mrr1
def read_data(filename):
with open(filename, 'r') as datafile:
res = []
for line in datafile:
line = line.strip().split('\t')
lines = []
... | 3,679 | 56.5 | 246 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/utils.py | # utils.py
import torch
# import gensim
# from gensim.test.utils import datapath, get_tmpfile
# from gensim.models import KeyedVectors
# from gensim.scripts.glove2word2vec import glove2word2vec
from torchtext import data
import spacy
import pandas as pd
from config import Config
import numpy as np
from sklearn.metrics... | 14,352 | 36.183938 | 116 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/model.py | # Model.py
import torch
import torch.nn as nn
from copy import deepcopy
from train_utils import Embeddings,PositionalEncoding
from attention import MultiHeadedAttention
from encoder import EncoderLayer, Encoder
from encoder_cross import EncoderCross, EncoderLayerCross
from feed_forward import PositionwiseFeedForward
#... | 6,889 | 36.857143 | 132 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/encoder.py | # encoder.py
from torch import nn
from train_utils import clones
from sublayer import LayerNorm, SublayerOutput
class Encoder(nn.Module):
'''
Transformer Encoder
It is a stack of N layers.
'''
def __init__(self, layer, N):
super(Encoder, self).__init__()
self.layers = clones(l... | 1,404 | 30.931818 | 104 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/feed_forward.py | # feed_forward.py
from torch import nn
import torch.nn.functional as F
class PositionwiseFeedForward(nn.Module):
"Positionwise feed-forward network."
def __init__(self, d_model, d_ff, dropout=0.1):
super(PositionwiseFeedForward, self).__init__()
self.w_1 = nn.Linear(d_model, d_ff)
self... | 515 | 31.25 | 58 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/sublayer.py | # sublayer.py
import torch
from torch import nn
class LayerNorm(nn.Module):
"Construct a layer normalization module."
def __init__(self, features, eps=1e-6):
super(LayerNorm, self).__init__()
self.a_2 = nn.Parameter(torch.ones(features))
self.b_2 = nn.Parameter(torch.zeros(features))
... | 950 | 29.677419 | 71 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/train_utils.py | # train_utils.py
import torch
from torch import nn
from torch.autograd import Variable
import copy
import math
#from Pytorch.Model_Transformer.utils import Dataset as utils
#from Pytorch.Model_Transformer.config import Config
def clones(module, N):
"Produce N identical layers."
return nn.ModuleList([copy.deep... | 1,941 | 34.962963 | 129 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/encoder_cross.py | # encoder.py
from torch import nn
from train_utils import clones
from sublayer import LayerNorm, SublayerOutput
class EncoderCross(nn.Module):
'''
Transformer Encoder
It is a stack of N layers.
'''
def __init__(self, layer, N):
super(EncoderCross, self).__init__()
self.layers ... | 1,400 | 31.581395 | 104 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/attention.py | # attention.py
import torch
from torch import nn
import math
import torch.nn.functional as F
from train_utils import clones
def attention(query, key, value, mask=None, dropout=None):
"Implementation of Scaled dot product attention"
d_k = query.size(-1)
#print("printing")
#print(key.shape)
#print("... | 1,982 | 35.054545 | 76 | py |
CETE-LREC | CETE-LREC-master/CETE Feature-Based/Model_Transformer/train.py | # train.py
#from Pytorch.Model_Transformer.utils import *
import h5py
from model import *
#from Pytorch.Model_Transformer.model_blstm import *
import numpy as np
from config import Config
import sys
import torch.optim as optim
from torch import nn
import torch
def return_file_name():
config = Config()
train_fi... | 4,708 | 32.635714 | 126 | py |
CETE-LREC | CETE-LREC-master/GenerateContextualizedEmbeddings/BERT.py | import numpy as np
import h5py
import mxnet as mx
from bert_embedding import BertEmbedding
#https://github.com/imgarylai/bert-embedding
f1= open("bertS16size1.txt","w+")
f2= open("bertS16size2.txt","w+")
def read_data(filename):
with open(filename, 'r',encoding="utf8") as datafile:
res = []
for line... | 3,110 | 24.710744 | 109 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/setup.py | """
Simple check list from AllenNLP repo: https://github.com/allenai/allennlp/blob/master/setup.py
To create the package for pypi.
1. Change the version in __init__.py and setup.py.
2. Commit these changes with the message: "Release: VERSION"
3. Add a tag in git to mark the release: "git tag VERSION -m'Adds tag VER... | 2,959 | 39 | 127 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/hubconf.py | from pytorch_transformers import (
AutoTokenizer, AutoConfig, AutoModel, AutoModelWithLMHead, AutoModelForSequenceClassification, AutoModelForQuestionAnswering
)
from pytorch_transformers.file_utils import add_start_docstrings
dependencies = ['torch', 'tqdm', 'boto3', 'requests', 'regex', 'sentencepiece', 'sacremo... | 6,689 | 58.20354 | 197 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/run_lm_finetuning.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... | 25,840 | 50.993964 | 165 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/run_squad.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... | 29,378 | 54.016854 | 154 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/run_classifier.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... | 44,356 | 39.105787 | 144 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/run_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... | 28,656 | 51.198543 | 184 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/run_bertology.py | #!/usr/bin/env python3
# Copyright 2018 CMU 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
#
# Unless requir... | 18,289 | 51.406877 | 177 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/run_generation.py | #!/usr/bin/env python3
# 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 c... | 9,558 | 47.770408 | 144 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/utils_squad.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 co... | 41,529 | 40.654965 | 112 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/single_model_scripts/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... | 6,735 | 42.74026 | 111 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/single_model_scripts/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... | 24,318 | 42.739209 | 134 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/single_model_scripts/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... | 14,382 | 48.768166 | 132 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/lm_finetuning/simple_lm_finetuning.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... | 27,841 | 42.367601 | 134 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/lm_finetuning/finetune_on_pregenerated.py | from argparse import ArgumentParser
from pathlib import Path
import os
import torch
import logging
import json
import random
import numpy as np
from collections import namedtuple
from tempfile import TemporaryDirectory
from torch.utils.data import DataLoader, Dataset, RandomSampler
from torch.utils.data.distributed im... | 16,878 | 47.642651 | 136 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/lm_finetuning/pregenerate_training_data.py | from argparse import ArgumentParser
from pathlib import Path
from tqdm import tqdm, trange
from tempfile import TemporaryDirectory
import shelve
from multiprocessing import Pool
from random import random, randrange, randint, shuffle, choice
from pytorch_transformers.tokenization_bert import BertTokenizer
import numpy ... | 16,307 | 44.808989 | 120 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/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 |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/distillation/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... | 7,257 | 34.930693 | 116 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/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... | 11,687 | 48.316456 | 135 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/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... | 20,865 | 44.859341 | 163 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/distillation/scripts/extract_for_distil.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... | 3,957 | 50.402597 | 139 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/examples/distillation/scripts/binarized_data.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... | 2,621 | 33.051948 | 140 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/docs/source/conf.py | # -*- coding: utf-8 -*-
#
# Configuration file for the Sphinx documentation builder.
#
# This file does only contain a selection of the most common options. For a
# full list see the documentation:
# http://www.sphinx-doc.org/en/master/config
# -- Path setup ------------------------------------------------------------... | 5,681 | 29.063492 | 83 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 8,635 | 44.452632 | 130 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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(
"Should be used as one of: \n"
">> pytorch_transformers bert TF_CHECKPOINT TF_CONFIG PYTORCH_DUMP_OUTPUT, \n"
">> ... | 7,021 | 53.434109 | 143 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_transformers/convert_gpt2_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... | 3,082 | 39.565789 | 111 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_transformers/convert_openai_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... | 3,169 | 40.710526 | 118 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 10,499 | 49.970874 | 296 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 34,950 | 49.216954 | 201 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_transformers/configuration_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... | 6,412 | 55.254386 | 181 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 40,276 | 51.104787 | 480 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 59,222 | 50.67801 | 187 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 7,177 | 58.322314 | 380 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 32,763 | 49.021374 | 148 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 30,874 | 48.638264 | 148 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 7,826 | 56.551471 | 296 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 19,926 | 42.508734 | 183 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_transformers/convert_xlnet_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... | 4,342 | 40.361905 | 126 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_transformers/convert_xlm_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... | 2,940 | 37.697368 | 117 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 36,632 | 72.560241 | 480 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_transformers/convert_transfo_xl_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... | 5,550 | 46.042373 | 121 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 2,446 | 37.84127 | 152 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_transformers/convert_roberta_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... | 8,527 | 46.116022 | 188 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 10,536 | 34.718644 | 118 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_transformers/convert_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... | 2,585 | 38.181818 | 101 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 53,261 | 42.19708 | 157 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 59,258 | 50.39549 | 169 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 40,005 | 49.195734 | 151 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 21,777 | 36.809028 | 133 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_transformers/convert_pytorch_checkpoint_to_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... | 4,486 | 33.251908 | 115 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 18,955 | 51.655556 | 134 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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
#
# ... | 39,803 | 47.779412 | 380 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 8,554 | 38.976636 | 93 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 2,716 | 35.226667 | 94 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 8,707 | 39.882629 | 124 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 10,365 | 41.483607 | 143 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 1,838 | 38.12766 | 77 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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... | 31,566 | 43.335674 | 137 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 3,201 | 37.578313 | 94 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 4,040 | 44.404494 | 122 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_transformers/tests/tokenization_dilbert_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 ... | 1,725 | 35.723404 | 82 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 15,142 | 46.920886 | 162 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 6,088 | 42.492857 | 115 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 14,225 | 42.907407 | 135 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 9,661 | 43.731481 | 152 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 5,314 | 36.429577 | 90 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 1,825 | 37.851064 | 91 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 4,038 | 39.79798 | 121 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 5,262 | 48.186916 | 128 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 12,712 | 42.094915 | 171 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 8,709 | 39.511628 | 124 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 2,912 | 38.90411 | 95 | py |
CETE-LREC | CETE-LREC-master/CETE Fine-Tuning/HuggingFacePytorchTransformer/pytorch_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 ... | 2,656 | 35.39726 | 90 | py |
qutip-qip | qutip-qip-master/doc/source/conf.py | # Configuration file for the Sphinx documentation builder.
#
# This file only contains a selection of the most common options. For a full
# list see the documentation:
# https://www.sphinx-doc.org/en/master/usage/configuration.html
# -- Path setup --------------------------------------------------------------
# If ex... | 5,954 | 30.507937 | 82 | py |
ResiDualGAN-DRDG | ResiDualGAN-DRDG-main/evaluate.py | import os
from asyncio.log import logger
from distutils.command.build import build
from statistics import mode
from matplotlib.pyplot import axis
import torch
import numpy as np
from core.datasets.seg_dataset import SegDataset
from core.utils.utils import _data_part,setup_logger,iou,f1
from core.utils.data_display impo... | 3,505 | 32.075472 | 112 | py |
ResiDualGAN-DRDG | ResiDualGAN-DRDG-main/train_seg.py | import argparse
import os
import torch
from torch.utils.data import DataLoader
import albumentations as A
import time
import copy
import logging
import numpy as np
import torch.nn.functional as F
from torch.nn.modules import CrossEntropyLoss, BCEWithLogitsLoss
from torch.autograd import Variable
from core.configs.defau... | 8,635 | 37.553571 | 136 | py |
ResiDualGAN-DRDG | ResiDualGAN-DRDG-main/train_residualgan.py | import sys
import PIL
import torchvision
from yacs.config import CfgNode as CN
import argparse
import os
import numpy as np
import math
import itertools
import time
import datetime
import logging
import torch.nn as nn
import torch.nn.functional as F
import torch
from torch import FloatTensor
import torchvision.transfo... | 12,278 | 39.93 | 182 | py |
ResiDualGAN-DRDG | ResiDualGAN-DRDG-main/transfer.py | from core.datasets.dual_dataset import TransferDataset
from core.models.residualgan import ResizeGenerator
from core.utils.utils import UnNormalize, setup_logger
from core.models.build import build_generators
import torchvision.transforms as transforms
import torch.utils.data as D
import albumentations as A
import os
i... | 3,849 | 36.378641 | 106 | py |
ResiDualGAN-DRDG | ResiDualGAN-DRDG-main/core/models/output_discriminator.py | import torch.nn as nn
class OutputDiscriminator(nn.Module):
def __init__(self, num_classes, ndf = 64):
super(OutputDiscriminator, self).__init__()
self.conv1 = nn.Conv2d(num_classes, ndf, kernel_size=4, stride=2, padding=1)
self.conv2 = nn.Conv2d(ndf, ndf*2, kernel_size=4, stride=2, paddin... | 1,126 | 36.566667 | 84 | py |
ResiDualGAN-DRDG | ResiDualGAN-DRDG-main/core/models/resize_block.py | import torch.nn as nn
import torch.nn.functional as F
class ResBlock(nn.Module):
def __init__(self, in_channels, out_channels):
super(ResBlock, self).__init__()
self.block = nn.Sequential(
nn.Conv2d(in_channels, out_channels, kernel_size=3, stride=1, padding=1, bias=False),
nn.Batc... | 2,116 | 33.704918 | 100 | py |
ResiDualGAN-DRDG | ResiDualGAN-DRDG-main/core/models/focal_loss.py | # from: https://github.com/doiken23/focal_segmentation/blob/master/focalloss2d.py
import torch
import torch.nn as nn
import torch.nn.functional as F
from torch.autograd import Variable
class FocalLoss2d(nn.Module):
def __init__(self, gamma=0, weight=None, size_average=True, ignore_index=255):
super(Focal... | 1,495 | 33 | 82 | py |
ResiDualGAN-DRDG | ResiDualGAN-DRDG-main/core/models/residualgan.py | import torch.nn as nn
import torch
from .resize_block import ResizeBlock
import torch.nn.functional as F
import segmentation_models_pytorch as smp
class UNetDown(nn.Module):
def __init__(self, in_size, out_size, normalize=True, dropout=0.0):
super(UNetDown, self).__init__()
layers = [nn.Conv2d(in_... | 10,422 | 33.062092 | 103 | py |
ResiDualGAN-DRDG | ResiDualGAN-DRDG-main/core/models/build.py | from .residualgan import *
from .resize_block import *
import segmentation_models_pytorch as smp
def build_generators(cfg):
G_AB = ResizeGenerator(
cfg.MODELS.IN_CHANNELS,
(cfg.DATASETS.TARGET_SIZE, cfg.DATASETS.TARGET_SIZE),
generator=cfg.MODELS.GENERATOR,
resize_block=cfg.MODELS.... | 2,736 | 43.868852 | 118 | py |
ResiDualGAN-DRDG | ResiDualGAN-DRDG-main/core/datasets/seg_dataset.py | import torch
import torch.nn as nn
import torch.utils.data as D
import random
from PIL import Image
import numpy as np
import torchvision.transforms as transforms
class SegDataset(D.Dataset):
def __init__(self, path, all=False, train=True, transform=None, iter_len=None, in_memory=True, get_label=True) -> None:
... | 3,485 | 31.277778 | 123 | py |
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