python_code stringlengths 0 4.04M | repo_name stringlengths 8 58 | file_path stringlengths 5 147 |
|---|---|---|
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import os
import tempfile
import unittest
from typing import Callable
import numpy as np
from aug... | AugLy-main | augly/tests/audio_tests/base_unit_test.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import json
import random
import unittest
import numpy as np
from augly import audio as audaugs
f... | AugLy-main | augly/tests/audio_tests/transforms_unit_test.py |
AugLy-main | augly/tests/video_tests/__init__.py | |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import os
import unittest
from typing import List
from unittest.mock import MagicMock, patch
from... | AugLy-main | augly/tests/video_tests/metadata_unit_test.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import hashlib
import os
import tempfile
import unittest
from typing import Any, Callable, Dict, L... | AugLy-main | augly/tests/video_tests/base_unit_test.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import json
import unittest
from augly import video as vidaugs
from augly.tests.base_configs impo... | AugLy-main | augly/tests/video_tests/transforms/image_based_test.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import json
import unittest
from augly import video as vidaugs
from augly.tests.base_configs impo... | AugLy-main | augly/tests/video_tests/transforms/ffmpeg_test.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import json
import unittest
from augly import video as vidaugs
from augly.tests.video_tests.base_... | AugLy-main | augly/tests/video_tests/transforms/cv2_test.py |
AugLy-main | augly/tests/video_tests/transforms/__init__.py | |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import json
import random
import unittest
from augly import audio as audaugs, video as vidaugs
fr... | AugLy-main | augly/tests/video_tests/transforms/composite_test.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import unittest
from augly.text.augmenters.utils import (
detokenize,
rejoin_words_and_wh... | AugLy-main | augly/tests/text_tests/utils_test.py |
AugLy-main | augly/tests/text_tests/__init__.py | |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# @lint-ignore-every UTF8
import random
import unittest
from augly import text as txtaugs
from au... | AugLy-main | augly/tests/text_tests/functional_unit_test.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# @lint-ignore-every UTF8
import json
import os
import random
import unittest
from typing import A... | AugLy-main | augly/tests/text_tests/transforms_unit_test.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from typing import List
from augly.utils.classes import Segment
def compute_time_crop_segments(... | AugLy-main | augly/utils/functions.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import os
import random
from augly.utils.base_paths import (
AUDIO_ASSETS_DIR,
EMOJI_DIR,... | AugLy-main | augly/utils/constants.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from iopath.common.file_io import HTTPURLHandler, PathManager
pathmgr = PathManager()
pathmgr.re... | AugLy-main | augly/utils/io.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import os
from distutils import spawn
from typing import Tuple
FFMPEG_PATH = os.environ.get("AUGL... | AugLy-main | augly/utils/ffmpeg.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from augly.utils.asserts import (
is_audio_file,
is_image_file,
is_video_file,
val... | AugLy-main | augly/utils/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
def install_libsndfile():
pass
| AugLy-main | augly/utils/libsndfile.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import os
MODULE_BASE_DIR = os.path.dirname(os.path.dirname(__file__))
# asset paths
ASSETS_BASE... | AugLy-main | augly/utils/base_paths.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from typing import NamedTuple, Optional
class Segment(NamedTuple):
start: float
end: flo... | AugLy-main | augly/utils/classes.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import os
from typing import Tuple
import magic
from augly.utils.io import pathmgr
def is_conte... | AugLy-main | augly/utils/asserts.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import os
import random
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
from... | AugLy-main | augly/image/transforms.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from typing import Any, Dict, Optional, Union
import numpy as np
from augly.image import utils as... | AugLy-main | augly/image/intensity.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from augly.image.composition import Compose, OneOf
from augly.image.functional import (
apply_... | AugLy-main | augly/image/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import io
import math
import os
import pickle
from copy import deepcopy
from typing import Any, Ca... | AugLy-main | augly/image/functional.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import random
from typing import Any, Dict, List, Optional, Tuple
from augly.image.transforms imp... | AugLy-main | augly/image/composition.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from typing import Callable
import numpy as np
from PIL import Image
def aug_np_wrapper(
im... | AugLy-main | augly/image/helpers.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from copy import deepcopy
from typing import Any, Callable, Dict, List, Optional, Tuple
from augl... | AugLy-main | augly/image/utils/metadata.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from augly.image.utils.metadata import get_func_kwargs, get_metadata
from augly.image.utils.utils ... | AugLy-main | augly/image/utils/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import functools
import json
import math
import os
from typing import List, Optional, Tuple, Union... | AugLy-main | augly/image/utils/utils.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import math
from typing import Callable, List, Optional, Tuple
import numpy as np
from augly.imag... | AugLy-main | augly/image/utils/bboxes.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import random
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
import numpy a... | AugLy-main | augly/audio/transforms.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from typing import Any, Callable, Dict, Optional, Tuple
import numpy as np
"""
This file contai... | AugLy-main | augly/audio/intensity.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from augly.audio.composition import Compose, OneOf
from augly.audio.functional import (
add_ba... | AugLy-main | augly/audio/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from copy import deepcopy
from typing import Any, Callable, Dict, List, Optional, Tuple, Union
im... | AugLy-main | augly/audio/functional.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import numbers
from typing import Any, Dict, List, Optional, Tuple, Union
import numpy as np
impo... | AugLy-main | augly/audio/utils.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import random
from typing import Any, Dict, List, Optional, Tuple
import numpy as np
from augly.a... | AugLy-main | augly/audio/composition.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import inspect
import random
from typing import Any, Callable, Dict, List, Optional, Union
from a... | AugLy-main | augly/text/transforms.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from typing import Any, Dict, List, Optional, Union
def apply_lambda_intensity(aug_function: str... | AugLy-main | augly/text/intensity.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from augly.text.composition import Compose, OneOf
from augly.text.functional import (
apply_la... | AugLy-main | augly/text/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from copy import deepcopy
from typing import Any, Callable, Dict, List, Optional, Union
from augl... | AugLy-main | augly/text/functional.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import json
from copy import deepcopy
from typing import Any, Dict, List, Optional, Union
from au... | AugLy-main | augly/text/utils.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import random
from typing import Any, Dict, List, Optional, Union
from augly.text.transforms impo... | AugLy-main | augly/text/composition.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from typing import List, Union
from augly.text.augmenters.utils import (
detokenize,
get_... | AugLy-main | augly/text/augmenters/upside_down.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import json
from typing import Any, Dict, List, Optional, Tuple, Union
from augly.text.augmenters... | AugLy-main | augly/text/augmenters/word_replacement.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import json
from typing import List, Optional
from augly.text.augmenters.utils import (
detok... | AugLy-main | augly/text/augmenters/typo.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from augly.text.augmenters.utils import detokenize, tokenize
from augly.utils.libsndfile import in... | AugLy-main | augly/text/augmenters/baseline.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import json
from typing import List, Optional
from augly.text.augmenters.utils import (
get_a... | AugLy-main | augly/text/augmenters/letter_replacement.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import json
import random
from typing import List, Optional, Union
from augly.text.augmenters.uti... | AugLy-main | augly/text/augmenters/fun_fonts.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from augly.text.augmenters.baseline import BaselineAugmenter
from augly.text.augmenters.bidirectio... | AugLy-main | augly/text/augmenters/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import random
from typing import List, Optional
from augly.text.augmenters.utils import detokeniz... | AugLy-main | augly/text/augmenters/words_augmenter.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from typing import List, Union
from augly.text.augmenters.utils import (
rejoin_words_and_whi... | AugLy-main | augly/text/augmenters/bidirectional.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from typing import Dict, List, Union
class TextReplacementAugmenter:
"""
Replaces the in... | AugLy-main | augly/text/augmenters/text_replacement.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
from random import Random
from typing import List, Optional, Union
class InsertTextAugmenter:
... | AugLy-main | augly/text/augmenters/insert_text.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import re
from typing import List, Optional, Tuple
import regex
from augly.utils.libsndfile impor... | AugLy-main | augly/text/augmenters/utils.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import math
import random
from typing import List, Union
from augly.text.augmenters.utils import ... | AugLy-main | augly/text/augmenters/insertion.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import math
from typing import List, Optional, Union
import numpy as np
from augly.text.augmenter... | AugLy-main | augly/text/augmenters/case.py |
#!/usr/bin/env python3
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import json
from typing import Any, Dict, List, Optional, Union
import numpy as np
from augly.tex... | AugLy-main | augly/text/augmenters/contraction.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
| Clinical-Trial-Parser-main | src/embedding/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
# fastText options for training word embeddings
options = {
"model": "cbow",
"loss": "ns",
"dim": 100,
"ws": 5,
"neg": 5,
"minCount": 5,
"bucket": 2000000,
"t": 1e-5,
"minn": 0,
"maxn... | Clinical-Trial-Parser-main | src/embedding/param.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
"""
Train word embeddings with FastText.
Run: python src/embedding/train_embeddings.py -i <input file> -o <output file>
"""
import os
import fasttext
import numpy as np
from argparse import ArgumentParser
import embeddin... | Clinical-Trial-Parser-main | src/embedding/train_embeddings.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import unittest
from text.transformer import Normalizer
from text.transformer import Transformer
class TestNormalizer(unittest.TestCase):
norm = Normalizer()
def test_less(self):
actual = self.norm.normal... | Clinical-Trial-Parser-main | src/text/transformer_test.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
| Clinical-Trial-Parser-main | src/text/__init__.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
import re
import nltk
# number or number range
def is_number(s):
try:
float(s.replace(",", "").replace("-", ""))
return True
except ValueError:
return False
class Normalizer:
def __in... | Clinical-Trial-Parser-main | src/text/transformer.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
"""
Process annotated eligibility criteria to a format suitable for training
and testing NER models with PyText. Duplicate samples are removed.
Run: python src/ie/process_ner_data.py -i <input file> -o <output file>
For e... | Clinical-Trial-Parser-main | src/ie/process_ner_data.py |
#!/usr/bin/env python3
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
| Clinical-Trial-Parser-main | src/ie/__init__.py |
#!/usr/bin/env python3
#
# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
#
# Extract medical terms from clinical-trial eligibility criteria with a NER model.
#
# python src/ie/ner.py -m <model file> -i <input file> -o <output file>
import json
from itertools import groupby
from argparse import... | Clinical-Trial-Parser-main | src/ie/ner.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# References:
# DeiT: https://github.com/facebookresearch/deit
#... | AudioMAE-main | main_pretrain.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# A script to run multinode training with submitit.
# ----------... | AudioMAE-main | submitit_finetune.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# References:
# timm: https://github.com/rwightman/pytorch-image... | AudioMAE-main | models_vit.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# References:
# DeiT: https://github.com/facebookresearch/deit
#... | AudioMAE-main | main_finetune_esc.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# References:
# DeiT: https://github.com/facebookresearch/deit
#... | AudioMAE-main | engine_finetune.py |
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# References:
# DeiT: https://github.com/facebookresearch/deit
# BEiT: https://github.com/microsoft/unilm/tree/master/beit
# AST: https://git... | AudioMAE-main | dataset.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# References:
# DeiT: https://github.com/facebookresearch/deit
#... | AudioMAE-main | engine_pretrain.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# References:
# DeiT: https://github.com/facebookresearch/deit
#... | AudioMAE-main | engine_finetune_as.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# A script to run multinode training with submitit.
# ----------... | AudioMAE-main | submitit_linprobe.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# References:
# timm: https://github.com/rwightman/pytorch-image... | AudioMAE-main | models_mae.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# References:
# DeiT: https://github.com/facebookresearch/deit
#... | AudioMAE-main | main_finetune_as.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# A script to run multinode training with submitit.
# ----------... | AudioMAE-main | submitit_pretrain.py |
import logging
import math
from copy import deepcopy
from typing import Tuple, Optional, List, Union, Any, Type
import torch
import torch.nn as nn
import torch.utils.checkpoint as checkpoint
from .layers import DropPath, to_2tuple
class Mlp(nn.Module):
""" MLP as used in Vision Transformer, MLP-Mixer and related... | AudioMAE-main | timm_patch/swin_transformer.py |
""" Layer/Module Helpers
Hacked together by / Copyright 2020 Ross Wightman
"""
from itertools import repeat
import torch
TORCH_MAJOR = int(torch.__version__.split('.')[0])
TORCH_MINOR = int(torch.__version__.split('.')[1])
if TORCH_MAJOR == 1 and TORCH_MINOR < 8:
from torch._six import container_abcs
else:
im... | AudioMAE-main | timm_patch/helpers.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# References:
# ELECTRA https://github.com/google-research/elect... | AudioMAE-main | util/lr_decay.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# References:
# DeiT: https://github.com/facebookresearch/deit
#... | AudioMAE-main | util/misc.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# LARS optimizer, implementation from MoCo v3:
# https://github.... | AudioMAE-main | util/lars.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# References:
# DeiT: https://github.com/facebookresearch/deit
#... | AudioMAE-main | util/datasets.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import math
import torch
from torchvision import transforms
from torchvision.transforms import functional as F
class R... | AudioMAE-main | util/crop.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# --------------------------------------------------------
# Position embedding utils
# -----------------------------------... | AudioMAE-main | util/pos_embed.py |
import numpy as np
from scipy import stats
from sklearn import metrics
import torch
def d_prime(auc):
standard_normal = stats.norm()
d_prime = standard_normal.ppf(auc) * np.sqrt(2.0)
return d_prime
@torch.no_grad()
def concat_all_gather(tensor):
"""
Performs all_gather operation on the provided te... | AudioMAE-main | util/stat.py |
import torch
import torch.nn as nn
from timm.models.layers import to_2tuple
class PatchEmbed_org(nn.Module):
""" Image to Patch Embedding
"""
def __init__(self, img_size=224, patch_size=16, in_chans=3, embed_dim=768):
super().__init__()
img_size = to_2tuple(img_size)
patch_size = t... | AudioMAE-main | util/patch_embed.py |
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
import math
def adjust_learning_rate(optimizer, epoch, args):
"""Decay the learning rate with half-cycle cosine after... | AudioMAE-main | util/lr_sched.py |
# -*- coding: utf-8 -*-
# modified from Yuan Gong@MIT's gen_weight_file
import argparse
import json
import numpy as np
import sys, os, csv
def make_index_dict(label_csv):
index_lookup = {}
with open(label_csv, 'r') as f:
csv_reader = csv.DictReader(f)
line_count = 0
for row in csv_read... | AudioMAE-main | dataset/audioset/gen_weight.py |
# Copyright (c) 2015-present, Meta Platforms, Inc. and affiliates.
# All rights reserved.
import torch.nn as nn
import torchvision.models as models
def get_backbone(is_pretrained: bool, arch: str = "resnet18"):
# Define the backbone
if arch == "resnet18":
backbone = models.resnet18(pretrained=is_pretr... | collaborative_image_understanding-main | src/architecture_utils.py |
# Copyright (c) 2015-present, Meta Platforms, Inc. and affiliates.
# All rights reserved.
import logging
import os
import os.path as osp
import time
from typing import Tuple
import hydra
import pandas as pd
from tqdm import tqdm
from data_utils import DataHelper
logger = logging.getLogger(__name__)
def convert_to_... | collaborative_image_understanding-main | src/main_download_amazon_sets.py |
# Copyright (c) 2015-present, Meta Platforms, Inc. and affiliates.
# All rights reserved.
import logging
import numpy as np
import pytorch_lightning as pl
import torch
import torch.nn as nn
from sklearn.metrics import average_precision_score
import os.path as osp
from architecture_utils import get_backbone, get_cf_pre... | collaborative_image_understanding-main | src/lit_utils.py |
# Copyright (c) 2015-present, Meta Platforms, Inc. and affiliates.
# All rights reserved.
import logging
import os
import os.path as osp
import time
from itertools import chain
import imghdr
import hydra
import numpy as np
import pandas as pd
from omegaconf import DictConfig
from sklearn.model_selection import train_t... | collaborative_image_understanding-main | src/main_process_labels_amazon.py |
# Copyright (c) 2015-present, Meta Platforms, Inc. and affiliates.
# All rights reserved.
import logging
import os
import os.path as osp
import time
import hydra
import matplotlib.pyplot as plt
import pytorch_lightning as pl
import torch
from hydra.utils import get_original_cwd
from omegaconf import DictConfig, OmegaC... | collaborative_image_understanding-main | src/main_train_model_cf_based.py |
# Copyright (c) 2015-present, Meta Platforms, Inc. and affiliates.
# All rights reserved.
import logging
import os
import os.path as osp
import time
from glob import glob
import hydra
import numpy as np
import torch
from omegaconf import DictConfig, OmegaConf
from torch.utils.data.dataloader import DataLoader
from tqd... | collaborative_image_understanding-main | src/main_predict_testset.py |
# Copyright (c) 2015-present, Meta Platforms, Inc. and affiliates.
# All rights reserved.
import logging
import os
import os.path as osp
import time
import hydra
import pandas as pd
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import OneHotEncoder
from tqdm import tqdm
from main_proc... | collaborative_image_understanding-main | src/main_download_pinterest_sets.py |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.