torchmetrics@1.3.1

PyTorch native Metrics

2024-02-12 Python >=3.10 wheel sdist

安装 (1.3.1)

pip install torchmetrics==1.3.1

poetry add torchmetrics==1.3.1

pipenv install torchmetrics==1.3.1

conda install torchmetrics=1.3.1

依赖 (145)

依赖
`numpy>1.20.0`
`packaging>17.1`
`torch>=2.0.0`
`lightning-utilities>=0.15.3`
`requests>=2.22.0; extra == "audio"`
`onnxruntime>=1.12.0; extra == "audio"`
`gammatone>=1.0.0; extra == "audio"`
`pesq>=0.0.4; extra == "audio"`
`pystoi>=0.4.0; extra == "audio"`
`librosa>=0.10.0; extra == "audio"`
`torchaudio>=2.0.1; extra == "audio"`
`torch_linear_assignment>=0.0.2; extra == "clustering"`
`pycocotools>2.0.0; extra == "detection"`
`torchvision>=0.15.1; extra == "detection"`
`torch-fidelity<=0.4.0; extra == "image"`
`torchvision>=0.15.1; extra == "image"`
`scipy>1.0.0; extra == "image"`
`timm>=0.9.0; extra == "multimodal"`
`transformers>=4.43.0; extra == "multimodal"`
`einops>=0.7.0; extra == "multimodal"`
`piq<=0.8.0; extra == "multimodal"`
`tqdm<4.68.0; extra == "text"`
`nltk>3.8.1; extra == "text"`
`ipadic>=1.0.0; extra == "text"`
`mecab-python3>=1.0.6; extra == "text"`
`transformers>=4.43.0; extra == "text"`
`regex>=2021.9.24; extra == "text"`
`sentencepiece>=0.2.0; extra == "text"`
`types-six; extra == "typing"`
`mypy==1.17.1; extra == "typing"`
`types-requests; extra == "typing"`
`types-tabulate; extra == "typing"`
`types-setuptools; extra == "typing"`
`types-emoji; extra == "typing"`
`torch==2.8.0; extra == "typing"`
`types-PyYAML; extra == "typing"`
`types-protobuf; extra == "typing"`
`vmaf-torch>=1.1.0; extra == "video"`
`einops>=0.7.0; extra == "video"`
`matplotlib>=3.6.0; extra == "visual"`
`SciencePlots>=2.0.0; extra == "visual"`
`requests>=2.22.0; extra == "all"`
`onnxruntime>=1.12.0; extra == "all"`
`gammatone>=1.0.0; extra == "all"`
`pesq>=0.0.4; extra == "all"`
`pystoi>=0.4.0; extra == "all"`
`librosa>=0.10.0; extra == "all"`
`torchaudio>=2.0.1; extra == "all"`
`torch_linear_assignment>=0.0.2; extra == "all"`
`pycocotools>2.0.0; extra == "all"`
`torchvision>=0.15.1; extra == "all"`
`torch-fidelity<=0.4.0; extra == "all"`
`torchvision>=0.15.1; extra == "all"`
`scipy>1.0.0; extra == "all"`
`timm>=0.9.0; extra == "all"`
`transformers>=4.43.0; extra == "all"`
`einops>=0.7.0; extra == "all"`
`piq<=0.8.0; extra == "all"`
`tqdm<4.68.0; extra == "all"`
`nltk>3.8.1; extra == "all"`
`ipadic>=1.0.0; extra == "all"`
`mecab-python3>=1.0.6; extra == "all"`
`transformers>=4.43.0; extra == "all"`
`regex>=2021.9.24; extra == "all"`
`sentencepiece>=0.2.0; extra == "all"`
`types-six; extra == "all"`
`mypy==1.17.1; extra == "all"`
`types-requests; extra == "all"`
`types-tabulate; extra == "all"`
`types-setuptools; extra == "all"`
`types-emoji; extra == "all"`
`torch==2.8.0; extra == "all"`
`types-PyYAML; extra == "all"`
`types-protobuf; extra == "all"`
`vmaf-torch>=1.1.0; extra == "all"`
`einops>=0.7.0; extra == "all"`
`matplotlib>=3.6.0; extra == "all"`
`SciencePlots>=2.0.0; extra == "all"`
`requests>=2.22.0; extra == "dev"`
`onnxruntime>=1.12.0; extra == "dev"`
`gammatone>=1.0.0; extra == "dev"`
`pesq>=0.0.4; extra == "dev"`
`pystoi>=0.4.0; extra == "dev"`
`librosa>=0.10.0; extra == "dev"`
`torchaudio>=2.0.1; extra == "dev"`
`torch_linear_assignment>=0.0.2; extra == "dev"`
`pycocotools>2.0.0; extra == "dev"`
`torchvision>=0.15.1; extra == "dev"`
`torch-fidelity<=0.4.0; extra == "dev"`
`torchvision>=0.15.1; extra == "dev"`
`scipy>1.0.0; extra == "dev"`
`timm>=0.9.0; extra == "dev"`
`transformers>=4.43.0; extra == "dev"`
`einops>=0.7.0; extra == "dev"`
`piq<=0.8.0; extra == "dev"`
`tqdm<4.68.0; extra == "dev"`
`nltk>3.8.1; extra == "dev"`
`ipadic>=1.0.0; extra == "dev"`
`mecab-python3>=1.0.6; extra == "dev"`
`transformers>=4.43.0; extra == "dev"`
`regex>=2021.9.24; extra == "dev"`
`sentencepiece>=0.2.0; extra == "dev"`
`types-six; extra == "dev"`
`mypy==1.17.1; extra == "dev"`
`types-requests; extra == "dev"`
`types-tabulate; extra == "dev"`
`types-setuptools; extra == "dev"`
`types-emoji; extra == "dev"`
`torch==2.8.0; extra == "dev"`
`types-PyYAML; extra == "dev"`
`types-protobuf; extra == "dev"`
`vmaf-torch>=1.1.0; extra == "dev"`
`einops>=0.7.0; extra == "dev"`
`matplotlib>=3.6.0; extra == "dev"`
`SciencePlots>=2.0.0; extra == "dev"`
`pytorch-msssim==1.0.0; extra == "dev"`
`sewar>=0.4.4; extra == "dev"`
`setuptools<82.0.0; extra == "dev"`
`scikit-image>=0.19.0; extra == "dev"`
`dists-pytorch==0.1; extra == "dev"`
`rouge-score>0.1.0; extra == "dev"`
`netcal>1.0.0; extra == "dev"`
`pandas>1.4.0; extra == "dev"`
`numpy<2.4.0; extra == "dev"`
`torch_complex<0.5.0; extra == "dev"`
`permetrics==2.0.0; extra == "dev"`
`jiwer>=2.3.0; extra == "dev"`
`aeon>=1.0.0; python_version > "3.10" and extra == "dev"`
`mir-eval>=0.6; extra == "dev"`
`huggingface-hub<0.35; extra == "dev"`
`faster-coco-eval>=1.6.3; extra == "dev"`
`mecab-ko-dic>=1.0.0; python_version < "3.12" and extra == "dev"`
`monai==1.4.0; extra == "dev"`
`mecab-ko<1.1.0,>=1.0.0; python_version < "3.12" and extra == "dev"`
`bert_score==0.3.13; extra == "dev"`
`sacrebleu>=2.3.0; extra == "dev"`
`scipy>1.0.0; extra == "dev"`
`lpips<=0.1.4; extra == "dev"`
`dython==0.7.9; extra == "dev"`
`properscoring==0.1; extra == "dev"`
`fast-bss-eval>=0.1.0; extra == "dev"`
`PyTDC==0.4.1; (platform_system == "Windows" and python_version < "3.12") and extra == "dev"`
`fairlearn; extra == "dev"`
`kornia>=0.6.7; extra == "dev"`
`statsmodels>0.13.5; extra == "dev"`

下载文件

文件名	类型	Python 版本	大小
torchmetrics-1.3.1-py3-none-any.whl	bdist_wheel	`py3`	840435 bytes
torchmetrics-1.3.1.tar.gz	sdist	`source`	491240 bytes

版本列表

1.9.0 2026-03-09

1.8.2 2025-09-03

1.8.1 2025-08-07

1.8.0 2025-07-23

1.7.4 2025-07-05

1.7.3 2025-06-13

1.7.2 2025-05-28

1.7.1 2025-04-07

1.7.0 2025-03-20

1.6.3 2025-03-14

1.6.2 2025-03-03

1.6.1 2024-12-25

1.6.0 2024-11-12

1.5.2 2024-11-08

1.5.1 2024-10-23

1.5.0 2024-10-18

1.4.3 2024-10-10

1.4.2 2024-09-13

1.4.1 2024-08-03

1.4.0 2024-05-06

1.4.0.post0 2024-05-15

1.3.2 2024-03-18

1.3.1 2024-02-12

1.3.0 2024-01-11

1.3.0.post0 2024-01-17

1.2.1 2023-12-01

1.2.0 2023-09-22

1.1.2 2023-09-11

1.1.1 2023-08-29

1.1.0 2023-08-22

1.0.3 2023-08-08

1.0.2 2023-08-03

1.0.1 2023-07-13

1.0.0 2023-07-05

1.0.0rc1 2023-06-29

1.0.0rc0 2023-05-04

0.11.4 2023-03-10

0.11.3 2023-02-28

0.11.2 2023-02-28

0.11.1 2023-01-31

0.11.0 2022-11-30

0.10.3 2022-11-16

0.10.2 2022-10-31

0.10.1 2022-10-26

0.10.0 2022-10-04

0.10.0rc0 2022-09-19

0.9.3 2022-07-23

0.9.2 2022-06-29

0.9.1 2022-06-08

0.9.0 2022-05-31

0.8.2 2022-05-06

0.8.1 2022-04-27

0.8.0 2022-04-15

0.8.0rc0 2022-04-13

0.7.3 2022-03-23

0.7.2 2022-02-10

0.7.1 2022-02-03

0.7.0 2022-01-17

0.7.0rc1 2022-01-15

0.7.0rc0 2022-01-13

0.6.2 2021-12-15

0.6.1 2021-12-06

0.6.0 2021-10-28

0.6.0rc1 2021-10-28

0.6.0rc0 2021-10-25

0.5.1 2021-09-01

0.5.0 2021-08-10

0.4.1 2021-07-05

0.4.0 2021-06-29

0.3.2 2021-05-10

0.3.1 2021-04-21

0.3.0 2021-04-20

0.2.0 2021-03-12