python_code stringlengths 0 679k | repo_name stringlengths 9 41 | file_path stringlengths 6 149 |
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# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | tao_deploy-main | nvidia_tao_deploy/engine/calibrator.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | tao_deploy-main | nvidia_tao_deploy/engine/builder.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | tao_deploy-main | nvidia_tao_deploy/engine/tensorfile.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | tao_deploy-main | nvidia_tao_deploy/engine/utils.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | tao_deploy-main | nvidia_tao_deploy/engine/tensorfile_calibrator.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | tao_deploy-main | nvidia_tao_deploy/dataloader/coco.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | tao_deploy-main | nvidia_tao_deploy/dataloader/kitti.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | tao_deploy-main | nvidia_tao_deploy/dataloader/__init__.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | __init__.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | main.py |
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. 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 requ... | NeMo-speech-data-processor-main | dataset_configs/spanish_pc/fisher/unique_processors/create_initial_manifest_fisher_spanish.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | dataset_configs/spanish/mls/unique_processors/clean_roman_numerals.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | tests/test_modify_manifest.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | tests/test_utils.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | tests/test_cfg_runtime_tests.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | tests/test_data_to_data.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | tests/test_data_to_dropbool.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | tests/test_cfg_end_to_end_tests.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | tests/__init__.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | tests/prepare_test_data/prepare_mls_data.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | tests/prepare_test_data/prepare_voxpopuli_data.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | tests/prepare_test_data/prepare_mcv_data.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | docs/gen_docs.py |
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
# Copyright (c) 2023, 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
#
# http://www.apache.org/l... | NeMo-speech-data-processor-main | docs/src/conf.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/logging.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/__init__.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/run_processors.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/utils/get_diff.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/utils/metrics_computation.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/utils/__init__.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/utils/edit_spaces.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/utils/common.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/__init__.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/base_processor.py |
NeMo-speech-data-processor-main | sdp/processors/nemo/__init__.py | |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/nemo/asr_inference.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/nemo/pc_inference.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/nemo/transcribe_speech.py |
NeMo-speech-data-processor-main | sdp/processors/datasets/__init__.py | |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/datasets/coraal/data_splits.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/datasets/coraal/__init__.py |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/datasets/coraal/create_initial_manifest.py |
NeMo-speech-data-processor-main | sdp/processors/datasets/slr83/__init__.py | |
# Copyright (c) 2023, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/datasets/slr83/create_initial_manifest.py |
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. 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 requ... | NeMo-speech-data-processor-main | sdp/processors/datasets/voxpopuli/normalize_from_non_pc_text.py |
NeMo-speech-data-processor-main | sdp/processors/datasets/voxpopuli/__init__.py | |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/datasets/voxpopuli/create_initial_manifest.py |
NeMo-speech-data-processor-main | sdp/processors/datasets/mcv/__init__.py | |
# Copyright (c) 2021, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/datasets/mcv/create_initial_manifest.py |
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. 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 requ... | NeMo-speech-data-processor-main | sdp/processors/datasets/mls/restore_pc.py |
NeMo-speech-data-processor-main | sdp/processors/datasets/mls/__init__.py | |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/datasets/mls/create_initial_manifest.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/modify_manifest/__init__.py |
import json
import os
from typing import Dict, List
from tqdm import tqdm
from sdp.processors.base_processor import (
BaseParallelProcessor,
BaseProcessor,
DataEntry,
)
class CombineSources(BaseParallelProcessor):
"""Can be used to create a single field from two alternative sources.
E.g.::
... | NeMo-speech-data-processor-main | sdp/processors/modify_manifest/common.py |
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. 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 requ... | NeMo-speech-data-processor-main | sdp/processors/modify_manifest/make_letters_uppercase_after_period.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/modify_manifest/data_to_dropbool.py |
# Copyright (c) 2022, 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
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by appli... | NeMo-speech-data-processor-main | sdp/processors/modify_manifest/data_to_data.py |
import torch
from azure.core.exceptions import ResourceNotFoundError
from azure.ai.ml.entities import AmlCompute
from monai.transforms import MapTransform
class ConvertToMultiChannelBasedOnBratsClassesd(MapTransform):
"""
Convert labels to multi channels based on brats 2021 classes:
label 1 necrotic tumor ... | NVIDIA_AI_Enterprise_AzureML-main | samples/python/3D-image-segmentation/monai/notebooks/helper.py |
import os
import logging
import json
import numpy
import torch
from monai.networks.nets import SegResNet
from monai.data import Dataset
from monai.transforms import Activations, AsDiscrete, Compose, LoadImaged, ConcatItemsd, NormalizeIntensityd, Orientationd, Spacingd, Spacing, EnsureTyped, EnsureChannelFirstd
import t... | NVIDIA_AI_Enterprise_AzureML-main | samples/python/3D-image-segmentation/monai/notebooks/score.py |
# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.
#
# 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, ... | NVIDIA_AI_Enterprise_AzureML-main | samples/cli/tao/object_detection/detectnet_v2/scripts/auxiliary_files/tao_client_aml.py |
import argparse
import os
from pathlib import Path
import cudf
import pandas as pd
import xgboost
import matplotlib.pyplot as plt
from cuml.model_selection import train_test_split
from sklearn.metrics import mean_squared_error, mean_absolute_error, r2_score
from sklearn.utils._testing import ignore_warnings
import optu... | NVIDIA_AI_Enterprise_AzureML-main | src/components/RAPIDS/HPO_with_XGBoost/train_component/src/train.py |
import argparse
import os
from pathlib import Path
import cudf
import matplotlib.pylab as plt
import pandas as pd
import numpy as np
import json
parser = argparse.ArgumentParser("prep")
parser.add_argument("--raw_data", type=str, help="Path/URL to the Parquet file")
parser.add_argument("--prep_data",type=str, help="Pa... | NVIDIA_AI_Enterprise_AzureML-main | src/components/RAPIDS/HPO_with_XGBoost/prep_data_component/src/prep.py |
import os
import pandas as pd
import cudf
parquet_files = ['yellow_tripdata_2023-01.parquet',
'yellow_tripdata_2023-02.parquet',
]
dfs = [cudf.read_parquet(file) for file in parquet_files]
dfs = cudf.concat(dfs)
dfs.to_parquet('merged_data.parquet') | NVIDIA_AI_Enterprise_AzureML-main | src/components/RAPIDS/HPO_with_XGBoost/prep_data_component/src/merge_data.py |
import argparse
from pathlib import Path
from typing_extensions import Concatenate
from uuid import uuid4
from datetime import datetime
import os
import pandas as pd
import cudf
from sklearn.linear_model import LinearRegression
from sklearn.model_selection import train_test_split
import pickle
parser = argparse.Argume... | NVIDIA_AI_Enterprise_AzureML-main | src/components/RAPIDS/NYC_taxi_with_regression/Prep_component/prep_src/prep.py |
import argparse
from pathlib import Path
from uuid import uuid4
from datetime import datetime
import os
import pandas as pd
import cudf
import numpy as np
parser = argparse.ArgumentParser("transform")
parser.add_argument("--clean_data", type=str, help="Path to prepped data")
parser.add_argument("--transformed_data", t... | NVIDIA_AI_Enterprise_AzureML-main | src/components/RAPIDS/NYC_taxi_with_regression/Transform_component/transform_src/transform.py |
import argparse
from pathlib import Path
from uuid import uuid4
from datetime import datetime
import os
import pandas as pd
import cudf
#from sklearn.linear_model import LinearRegression
from cuml.linear_model import LinearRegression
#from sklearn.model_selection import train_test_split
from cuml.model_selection import... | NVIDIA_AI_Enterprise_AzureML-main | src/components/RAPIDS/NYC_taxi_with_regression/Train_component/train_src/train.py |
import argparse
import pandas as pd
import cudf
import os
from pathlib import Path
from sklearn.linear_model import LinearRegression
#from sklearn.metrics import mean_squared_error, r2_score
from cuml.metrics import mean_squared_error, r2_score
import mlflow
mlflow.sklearn.autolog()
parser = argparse.ArgumentParser("... | NVIDIA_AI_Enterprise_AzureML-main | src/components/RAPIDS/NYC_taxi_with_regression/Score_component/score_src/score.py |
import argparse
import pandas as pd
import cudf
import os
from pathlib import Path
#from sklearn.linear_model import LinearRegression
from cuml.linear_model import LinearRegression
import mlflow
mlflow.sklearn.autolog()
parser = argparse.ArgumentParser("predict")
parser.add_argument("--model_input", type=str, help="... | NVIDIA_AI_Enterprise_AzureML-main | src/components/RAPIDS/NYC_taxi_with_regression/Predict_component/predict_src/predict.py |
import argparse
import json
import logging
import os
import time
import random
import matplotlib.pyplot as plt
import mlflow
import torch
# from torch.utils.tensorboard import SummaryWriter
# MONAI imports
from monai.config import print_config
from monai.data import DataLoader, Dataset, CacheDataset, decollate_batch
... | NVIDIA_AI_Enterprise_AzureML-main | src/components/monai/3D_image_segmentation/train_segmentation/src/run.py |
import argparse
import logging
import sys
import os
import shutil
import tarfile
def run(args) -> str:
# extract
with tarfile.open(args.blob_file_location, "r") as tar:
tar.extractall(path=args.image_data_folder)
def get_arg_parser(parser=None):
"""Parse the command line arguments for me... | NVIDIA_AI_Enterprise_AzureML-main | src/components/monai/3D_image_segmentation/upload_from_blob/src/run.py |
import argparse
import os
import time
#os.system('pip install azure-storage-blob')
parser = argparse.ArgumentParser()
parser.add_argument("--input_data", type=str)
parser.add_argument("--conn_str", type=str)
parser.add_argument("--container_name", type=str)
parser.add_argument("--model", type=str)
parser.add_argument... | NVIDIA_AI_Enterprise_AzureML-main | src/components/DeepStream/faciallandmark/src/run.py |
import argparse
import os
import time
parser = argparse.ArgumentParser()
parser.add_argument("--input_data", type=str)
parser.add_argument("--conn_str", type=str)
parser.add_argument("--container_name", type=str)
parser.add_argument("--model", type=str)
parser.add_argument("--model_name", type=str)
parser.add_argument... | NVIDIA_AI_Enterprise_AzureML-main | src/components/DeepStream/mdx-perception/src/run.py |
import argparse
import os
import time
parser = argparse.ArgumentParser()
parser.add_argument("--input_data", type=str)
parser.add_argument("--conn_str", type=str)
parser.add_argument("--container_name", type=str)
parser.add_argument("--model", type=str)
parser.add_argument("--model_name", type=str)
parser.add_argument... | NVIDIA_AI_Enterprise_AzureML-main | src/components/DeepStream/ds-tao-segmentation/src/run.py |
import argparse
import os
import time
#os.system('pip install azure-storage-blob')
parser = argparse.ArgumentParser()
parser.add_argument("--input_data", type=str)
parser.add_argument("--conn_str", type=str)
parser.add_argument("--container_name", type=str)
parser.add_argument("--model", type=str)
parser.add_argument... | NVIDIA_AI_Enterprise_AzureML-main | src/components/DeepStream/bodypose2d/src/run.py |
import argparse
import os
import time
parser = argparse.ArgumentParser()
parser.add_argument("--input_data", type=str)
parser.add_argument("--conn_str", type=str)
parser.add_argument("--container_name", type=str)
parser.add_argument("--model", type=str)
parser.add_argument("--model_name", type=str)
parser.add_argument... | NVIDIA_AI_Enterprise_AzureML-main | src/components/DeepStream/ds-tao-detection/src/run.py |
import argparse
import os
import time
parser = argparse.ArgumentParser()
parser.add_argument("--input_data", type=str)
parser.add_argument("--conn_str", type=str)
parser.add_argument("--container_name", type=str)
parser.add_argument("--model", type=str)
parser.add_argument("--output_data", type=str)
args = parser.par... | NVIDIA_AI_Enterprise_AzureML-main | src/components/DeepStream/gesture/src/run.py |
NVIDIA_AI_Enterprise_AzureML-main | src/components/DeepStream/deepstream-app/src/run.py | |
import argparse
import os
import time
parser = argparse.ArgumentParser()
parser.add_argument("--input_data", type=str)
parser.add_argument("--conn_str", type=str)
parser.add_argument("--container_name", type=str)
parser.add_argument("--model", type=str)
parser.add_argument("--output_data", type=str)
args = parser.par... | NVIDIA_AI_Enterprise_AzureML-main | src/components/DeepStream/gaze/src/run.py |
import argparse
import os
import time
parser = argparse.ArgumentParser()
parser.add_argument("--input_data", type=str)
parser.add_argument("--conn_str", type=str)
parser.add_argument("--container_name", type=str)
parser.add_argument("--model", type=str)
parser.add_argument("--output_data", type=str)
args = parser.par... | NVIDIA_AI_Enterprise_AzureML-main | src/components/DeepStream/lpr/src/run.py |
import argparse
import os
import time
parser = argparse.ArgumentParser()
parser.add_argument("--input_data", type=str)
parser.add_argument("--conn_str", type=str)
parser.add_argument("--container_name", type=str)
parser.add_argument("--model", type=str)
parser.add_argument("--output_data", type=str)
args = parser.par... | NVIDIA_AI_Enterprise_AzureML-main | src/components/DeepStream/emotion/src/run.py |
# Copyright (c) 2017-2020, NVIDIA CORPORATION. All rights reserved.
"""Script to transform Wider face dataset to kitti format for Facenet tutorial."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import argparse
import os
import cv2
import numpy as np
... | NVIDIA_AI_Enterprise_AzureML-main | src/components/tao/tools/convert_multiple_streams_wider_to_kitti/src/convert_wider_to_kitti.py |
# Copyright (c) 2017-2020, NVIDIA CORPORATION. All rights reserved.
import argparse
import re
import mlflow
def parse_args(args=None):
"""parse the arguments."""
parser = argparse.ArgumentParser(description='Tool to get parameters and variables from train logfile and upload them as AzureML metrics')
pars... | NVIDIA_AI_Enterprise_AzureML-main | src/components/tao/object_detection/detectnet_v2/tao_detectnet_v2_train/src/parse_info.py |
# Copyright (c) 2017-2020, NVIDIA CORPORATION. All rights reserved.
import argparse
import os
from PIL import Image
import mlflow
def parse_args(args=None):
"""parse the arguments."""
parser = argparse.ArgumentParser(description='Tool to upload images to be previewed on AzureML')
parser.add_argument(
... | NVIDIA_AI_Enterprise_AzureML-main | src/components/tao/object_detection/detectnet_v2/tao_detectnet_v2_inference/src/preview_images.py |
import unittest
import os
# run all tests
if __name__ == '__main__':
loader = unittest.TestLoader()
suite = loader.discover(os.path.dirname(os.path.abspath(__file__)))
runner = unittest.TextTestRunner()
runner.run(suite) | MDL-SDK-master | examples/mdl_python/tests/__init__.py |
import pymdlsdk
import os
class SDK():
neuray: pymdlsdk.INeuray = None
transaction: pymdlsdk.ITransaction = None
def _get_examples_search_path(self):
"""Try to get the example search path or returns 'mdl' sub folder of the current directory if it failed."""
# get the environment variable... | MDL-SDK-master | examples/mdl_python/tests/setup.py |
import unittest
import pymdlsdk
from setup import SDK
class Main(unittest.TestCase):
sdk: SDK = None
@classmethod
def setUpClass(self):
print(f"Running tests in {__file__}")
self.sdk = SDK()
self.sdk.load(addExampleSearchPath=False, loadImagePlugins=False)
@classmethod
def... | MDL-SDK-master | examples/mdl_python/tests/test_mi_idata.py |
#*****************************************************************************
# Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# * Redistributions o... | MDL-SDK-master | examples/mdl_python/create_expression_graph/example_create_expression_graph.py |
#*****************************************************************************
# Copyright (c) 2021-2023, NVIDIA CORPORATION. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# * Redistributions o... | MDL-SDK-master | examples/mdl_python/modules/example_modules.py |
#*****************************************************************************
# Copyright (c) 2021-2023, NVIDIA CORPORATION. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# * Redistributions o... | MDL-SDK-master | examples/mdl_python/start_shutdown/example_start_shutdown.py |
#*****************************************************************************
# Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# * Redistributions o... | MDL-SDK-master | examples/mdl_python/pymdl_inspection/example_pymdl_inspection.py |
#!/usr/bin/env python3
#*****************************************************************************
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# *... | MDL-SDK-master | doc/build/doxygen_postprocess_css.py |
#!/usr/bin/env python3
#*****************************************************************************
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# *... | MDL-SDK-master | doc/build/doxygen_configure_doxyfile.py |
#!/bin/env python
#*****************************************************************************
# Copyright (c) 2021-2023, NVIDIA CORPORATION. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# *... | MDL-SDK-master | src/prod/bin/mdltlc/gen_mdltl_enum_names.py |
#*****************************************************************************
# Copyright (c) 2019-2023, NVIDIA CORPORATION. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# * Redistributions o... | MDL-SDK-master | src/prod/lib/mdl_arnold/aiMDLTemplate.py |
#*****************************************************************************
# Copyright (c) 2021-2023, NVIDIA CORPORATION. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
# * Redistributions o... | MDL-SDK-master | src/prod/bindings/mdl_python/pymdl.py |
#!/usr/bin/env python
#*****************************************************************************
# Copyright (c) 2021-2023, NVIDIA CORPORATION. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
# are met:
... | MDL-SDK-master | src/prod/bindings/mdl_python/instantiate_templates_inline.py |
#===- gen-msvc-exports.py - Generate C API export file -------*- python -*--===#
#
# Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
# See https://llvm.org/LICENSE.txt for license information.
# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
#
#===---------------------------------... | MDL-SDK-master | src/mdl/jit/llvm/dist/tools/llvm-shlib/gen-msvc-exports.py |
#!/usr/bin/env python3
#===- symcov-report-server.py - Coverage Reports HTTP Serve --*- python -*--===#
#
# Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
# See https://llvm.org/LICENSE.txt for license information.
# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
#
#===----------... | MDL-SDK-master | src/mdl/jit/llvm/dist/tools/sancov/coverage-report-server.py |
#!/usr/bin/env python
from __future__ import print_function
desc = '''Generate statistics about optimization records from the YAML files
generated with -fsave-optimization-record and -fdiagnostics-show-hotness.
The tools requires PyYAML and Pygments Python packages.'''
import optrecord
import argparse
import operat... | MDL-SDK-master | src/mdl/jit/llvm/dist/tools/opt-viewer/opt-stats.py |
#!/usr/bin/env python
from __future__ import print_function
desc = '''Generate the difference of two YAML files into a new YAML file (works on
pair of directories too). A new attribute 'Added' is set to True or False
depending whether the entry is added or removed from the first input to the
next.
The tools require... | MDL-SDK-master | src/mdl/jit/llvm/dist/tools/opt-viewer/opt-diff.py |
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