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GitHub / Lightning-AI / torchmetrics

Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lightning-AI%2Ftorchmetrics

Stars: 1,971
Forks: 387
Open Issues: 94

License: apache-2.0
Language: Python
Repo Size: 10.8 MB
Dependencies: 119

Created: over 3 years ago
Updated: 2 days ago
Last pushed: 2 days ago
Last synced: 2 days ago

Commit Stats

Commits: 1743
Authors: 242
Mean commits per author: 7.2
Development Distribution Score: 0.757
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/Lightning-AI/torchmetrics

Topics: analyses, data-science, deep-learning, machine-learning, metrics, python, pytorch

Files

Readme

Dependencies

.github/actions/unittesting/action.yml actions

actions/upload-artifact v2 composite

.github/workflows/ci-integrate.yml actions

./.github/actions/caching * composite
actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/focus-diff.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/greetings.yml actions

actions/first-interaction v1 composite

.devcontainer/Dockerfile docker

mcr.microsoft.com/vscode/devcontainers/python ${VARIANT} build

requirements/audio.txt pypi

pystoi *

requirements/audio_test.txt pypi

fast-bss-eval >=0.1.0 test
mir_eval >=0.6 test
pypesq >1.2 test
torch_complex * test

requirements/classification_test.txt pypi

netcal * test

requirements/detection.txt pypi

pycocotools *
torchvision >=0.8

requirements/detection_test.txt pypi

pycocotools * test

requirements/docs.txt pypi

requirements/doctest.txt pypi

requirements/image.txt pypi

requirements/image_test.txt pypi

kornia >=0.6.7 test
pytorch-msssim ==0.2.1 test
scikit-image >0.17.1 test

requirements/integrate.txt pypi

pytorch-lightning >=1.5

requirements/multimodal.txt pypi

transformers >=4.10.0

requirements/nominal_test.txt pypi

dython * test
pandas * test
scipy * test

requirements/test.txt pypi

check-manifest * test
cloudpickle >=1.3 test
coverage >5.2 test
fire * test
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pre-commit >=1.0 test
psutil * test
pytest ==6. test
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pytest-doctestplus >=0.9.0 test
pytest-rerunfailures >=10.0 test
pytest-timeout * test
requests * test
scikit-learn >1.0,<1.1.1 test
types-PyYAML * test
types-emoji * test
types-protobuf * test
types-requests * test
types-setuptools * test
types-six * test
types-tabulate * test

requirements/text.txt pypi

nltk >=3.6
regex >=2021.9.24
tqdm >=4.41.0

requirements/text_test.txt pypi

bert_score ==0.3.10 test
huggingface-hub <0.7 test
jiwer >=2.3.0 test
rouge-score >=0.0.4 test
sacrebleu >=2.0.0 test
transformers >4.4.0 test

requirements/visual.txt pypi

matplotlib >=3.2.0

requirements.txt pypi

lightning-utilities >=0.4.1
numpy >=1.17.2
packaging *
torch >=1.8.1
typing-extensions *

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actions/cache/save v3 composite

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.github/workflows/clear-cache.yml actions

.github/workflows/docs-build.yml actions

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./.github/actions/push-caches * composite
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actions/checkout v3 composite
actions/download-artifact v3 composite
actions/setup-python v4 composite
actions/upload-artifact v3 composite
google-github-actions/auth v1 composite
google-github-actions/setup-gcloud v1 composite

pyproject.toml pypi

requirements/devel.txt pypi

requirements/typing.txt pypi

setup.py pypi

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./.github/actions/push-caches * composite
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actions/checkout v3 composite
actions/setup-python v4 composite

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docker/login-action v2 composite

.github/workflows/labeler.yml actions

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actions/labeler v4 composite

.github/workflows/publish-pkg.yml actions

AButler/upload-release-assets v2.0 composite
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actions/download-artifact v3 composite
actions/setup-python v4 composite
actions/upload-artifact v3 composite
juliangruber/sleep-action v1 composite
pypa/gh-action-pypi-publish v1.8.10 composite