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GitHub / Lightning-Universe / lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lightning-Universe%2Flightning-flash

Stars: 1,729
Forks: 212
Open Issues: 30

License: apache-2.0
Language: Python
Repo Size: 12.8 MB
Dependencies: 165

Created: over 3 years ago
Updated: 3 days ago
Last pushed: 8 months ago
Last synced: 3 days ago

Topics: classification, deep-learning, fiftyone, icevision, machine-learning, object-detection, open3d, pytorch, pytorch-lightning, pytorch-video, tabular-data, tasks-flash, torch-geometric

Files

Readme

Dependencies

.github/workflows/ci-testing.yml actions

actions/cache v3 composite
actions/checkout v3 composite
actions/setup-python v4 composite
actions/upload-artifact v3 composite
codecov/codecov-action v3 composite
pierotofy/set-swap-space master composite

.github/workflows/docs-check.yml actions

actions/cache v3 composite
actions/checkout v3 composite
actions/setup-python v4 composite
actions/upload-artifact v3 composite

.github/workflows/pypi-release.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
pypa/gh-action-pypi-publish master composite

requirements/datatype_audio.txt pypi

datasets >=1.16.1
librosa >=0.8.1
torchaudio *
torchvision *
transformers >=4.13.0

requirements/datatype_graph.txt pypi

requirements/datatype_image.txt pypi

Pillow >=7.2
albumentations >=1.0
ftfy *
lightning-bolts >=0.3.3
pystiche ==1.
regex *
sahi <0.11
segmentation-models-pytorch >=0.2.0
timm >=0.4.5
torchvision *

requirements/datatype_image_extras.txt pypi

classy_vision *
effdet *
fairscale *
fastface *
fiftyone *
icedata *
icevision >=0.8
kornia >=0.5.1
learn2learn *
matplotlib *
pytorch-lightning <1.5.0
sahi >=0.8.19,<0.11.0
torch <1.12
torchmetrics <0.8.0
vissl >=0.1.5

requirements/datatype_pointcloud.txt pypi

open3d ==0.13
tensorboard *
torch ==1.7.1
torchvision *

requirements/datatype_tabular.txt pypi

omegaconf <=2.1.1
pytorch-forecasting >=0.9.0
pytorch-tabular ==0.7.0
scikit-learn *
torchmetrics <0.8.0

requirements/datatype_text.txt pypi

datasets >=1.8
filelock *
ftfy *
regex *
sentence-transformers *
sentencepiece >=0.1.95
torchmetrics >=0.5.1
torchvision *
transformers >=4.5

requirements/datatype_video.txt pypi

Pillow >=7.2
kornia >=0.5.1
pytorchvideo ==0.1.2
torchvision *

requirements/docs.txt pypi

docutils >=0.16
ipython *
jinja2 >=3.0.0,<3.1.0
myst-parser >=0.15
nbsphinx >=0.8.5
pandoc >=1.0
sphinx >=4.0,<5.0
sphinx-autodoc-typehints >=1.0
sphinx-copybutton >=0.3
sphinx-paramlinks >=0.5.1
sphinx-togglebutton >=0.2
sphinxcontrib-fulltoc >=1.0
sphinxcontrib-mockautodoc *

requirements/serve.txt pypi

aiofiles *
cytoolz *
fastapi >=0.65.2
graphviz *
jinja2 >=3.0.0,<3.1.0
pillow *
pydantic >1.8.1
pyyaml *
starlette ==0.14.2
torchvision *
tqdm *
uvicorn >=0.12.0

requirements/test.txt pypi

check-manifest * test
codecov >=2.1 test
coverage * test
flake8 * test
isort * test
pre-commit * test
pytest >=5.0,<7.0 test
pytest-doctestplus >=0.9.0 test
pytest-flake8 * test
pytest-forked * test
pytest-rerunfailures >=10.0 test
pytest_mock * test
scikit-learn * test
torch_optimizer * test
twine ==3.2 test

requirements.txt pypi

click >=7.1.2
fsspec >=2021.6.1,<=2022.7.1
jsonargparse >=3.17.0,<=4.9.0
lightning-utilities >=0.3.0
numpy <1.24
packaging *
pandas >=1.1.0
protobuf <=3.20.1
pyDeprecate *
pytorch-lightning >=1.3.6
setuptools <=59.5.0
torch >=1.7.1
torchmetrics >=0.5.0,

.github/workflows/ci-checks.yml actions

examples/serve/generic/boston_prediction/requirements.txt pypi

hummingbird-ml >=0.2.0,<1.0
pandas *
scikit-learn >=0.22.0,<1.0

pyproject.toml pypi

requirements/base.txt pypi

click >=7.1.2,<8.2.0
fsspec >=2022.5.0,<=2023.9.0
jsonargparse >=4.22.0,<4.23.0
lightning-utilities >=0.4.1
numpy <1.26
packaging <24.0
pandas >1.1.0,<=2.0.3
protobuf <=3.20.1
pyDeprecate >0.2.0
pytorch-lightning >1.8.0,<2.0.0
setuptools <=68.0.0
torch >1.7.0,<=2.0.1
torchmetrics >0.7.0,<0.11.0

requirements/datatype_image_baal.txt pypi

baal >=1.3.2,<=1.8.0

requirements/datatype_image_segm.txt pypi

segmentation-models-pytorch >0.2.0,<=0.3.3

requirements/datatype_image_vissl.txt pypi

icevision >0.11
sahi >0.10.0
timm >0.9.0
torch >1.10.0
torchmetrics >0.10.0
torchvision >0.11.0
vissl >=0.1.5,<=0.1.6

requirements/testing_audio.txt pypi

Pillow >8.0,<=10.0.0 test
albumentations >1.0.0,<=1.3.1 test
lightning-bolts >=0.7.0,<0.8.0 test
matplotlib >3.0.0,<=3.7.2 test
pystiche >1.0.0,<=1.0.1 test
timm >0.4.5,<=0.9.5 test
torch ==2.0.1 test
torchaudio ==2.0.2 test
torchvision ==0.15.2 test

requirements/testing_core.txt pypi

requirements/testing_graph.txt pypi

torch ==1.13.1 test
torchvision ==0.14.1 test

requirements/testing_image.txt pypi

requirements/testing_pointcloud.txt pypi

requirements/testing_serve.txt pypi

sahi ==0.8.19 test
torch ==1.10.2 test
torchaudio ==0.10.2 test
torchmetrics ==0.10.3 test
torchvision ==0.11.3 test

requirements/testing_tabular.txt pypi

requirements/testing_text.txt pypi

requirements/testing_video.txt pypi

requirements/testing_vision.txt pypi

setup.py pypi