GitHub / Borda issue stats
Total issues: 280
Total pull requests: 2,496
Merged pull request: 2,078
Average time to close issues: 9 months
Average time to close pull requests: 21 days
Average comments per issue: 3.22
Average comments per pull request: 1.56
Issues created
- lightning-ai/tutorials: 24
- Lightning-AI/torchmetrics: 12
- lightning-ai/ecosystem-ci: 9
- python-cachier/cachier: 9
- roboflow/rf-detr: 8
- astral-sh/ruff: 6
- borda/pyrepostats: 5
- Lightning-AI/utilities: 5
- Lightning-AI/pytorch-lightning: 5
- Borda/pyDeprecate: 4
- mims-harvard/TDC: 3
- Lightning-Universe/lightning-bolts: 3
- pytorch-fdn/ecosystem: 3
- borda/kaggle_image-classify: 3
- Borda/pyGCO: 3
- lightning-ai/litserve: 3
- PyCQA/docformatter: 3
- borda/ij-cmp-bia: 2
- pytorch/vision: 2
- Borda/pyImSegm: 2
- amueller/gco_python: 2
- Rockhopper-Technologies/enlighten: 2
- google/python-fire: 2
- python-jsonschema/check-jsonschema: 2
- pypi/support: 2
- openjournals/openjournals-draft-action: 2
- dependabot/dependabot-core: 2
- pypa/gh-action-pypi-publish: 2
- sphinx-doc/sphinx: 2
- derekallman/hotcoco: 2
- jamesmortensen/cache-container-images-action: 2
- lightly-ai/lightly: 2
- aws-actions/configure-aws-credentials: 2
- crate-ci/typos: 2
- ammaraskar/sphinx-action: 2
- Lightning-AI/lightning-thunder: 2
- pytest-dev/pytest-rerunfailures: 2
- foldingathome/fah-control: 1
- redhat-plumbers-in-action/advanced-issue-labeler: 1
- svenstaro/upload-release-action: 1
- RocketChat/Rocket.Chat.Android: 1
- Lightning-Universe/lightning_sphinx_theme: 1
- wandb/wandb: 1
- kubernetes/cloud-provider-openstack: 1
- hukkin/mdformat-gfm: 1
- scientific-python/pytest-doctestplus: 1
- lightning-ai/litdata: 1
- codespell-project/codespell: 1
- horovod/horovod: 1
- pmneila/morphsnakes: 1
- ANTsX/ANTsPy: 1
- pydicom/pylibjpeg-openjpeg: 1
- pytorch/opacus: 1
- uncbiag/registration: 1
- zauberzeug/nicegui: 1
- roboflow/trackers: 1
- ivan-chai/torch-linear-assignment: 1
- Borda/AttentionDeepMIL: 1
- Lightning-AI/lightning: 1
- Borda/lightning-YOLOs: 1
- erikwijmans/pointnet2_pytorch: 1
- STVIR/pysot: 1
- HIT-SCIR/ltp: 1
- CompVis/taming-transformers: 1
- intel/ipex-llm: 1
- CSAILVision/semantic-segmentation-pytorch: 1
- toshas/torch-fidelity: 1
- python/mypy: 1
- shibing624/pycorrector: 1
- advimman/lama: 1
- sphinx-doc/sphinx-autobuild: 1
- ashleve/lightning-hydra-template: 1
- ultralytics/yolov5: 1
- roboflow/supervision: 1
- Lightning-AI/lightning-transformers: 1
- microsoft/Recursive-Cascaded-Networks: 1
- ludlows/PESQ: 1
- gradio-app/gradio: 1
- keras-team/keras-tuner: 1
- replicate/keepsake: 1
- microsoft/containerregistry: 1
- charliermarsh/ruff: 1
- sphinx-contrib/sphinx-lint: 1
- tcort/markdown-link-check: 1
- asottile/yesqa: 1
- stnava/antsdoc: 1
- Nixtla/neuralforecast: 1
- allenai/longformer: 1
- omnivore-app/omnivore: 1
- mlflow/mlflow: 1
- adamchainz/blacken-docs: 1
- kubeflow/pipelines: 1
- pre-commit/pygrep-hooks: 1
- ultralytics/hub: 1
- microsoft/pyright: 1
- AButler/upload-release-assets: 1
- adamchainz/unittest-parametrize: 1
- nateraw/hf-hub-lightning: 1
- PrefectHQ/fastmcp: 1
- imagej/imagej2: 1
- pypa/setuptools-scm: 1
- astropy/pytest-doctestplus: 1
- Kaggle/docker-python: 1
- facebookresearch/mmf: 1
- scikit-image/scikit-image: 1
- ravsamhq/notify-slack-action: 1
- stanfordnlp/dspy: 1
- ppogg/YOLOv5-Lite: 1
- microsoft/agent-lightning: 1
- hukkin/mdformat-beautysh: 1
- pandas-dev/pandas: 1
- cirrus-actions/rebase: 1
- mlampros/OpenImageR: 1
- omni-us/jsonargparse: 1
- jonclayden/RNiftyReg: 1
- pycaret/pycaret: 1
- asteroid-team/asteroid: 1
- libvips/pyvips: 1
- AntixK/PyTorch-VAE: 1
- unit8co/darts: 1
- beamandrew/medical-data: 1
- minimaxir/aitextgen: 1
- unitaryai/detoxify: 1
- KyleKing/mdformat-mkdocs: 1
- executablebooks/mdformat: 1
- learning-at-home/hivemind: 1
- actions/upload-artifact: 1
- conda-forge/pytorch-lightning-feedstock: 1
- sglvladi/simpleble: 1
- pre-commit/mirrors-prettier: 1
- MiXaiLL76/faster_coco_eval: 1
- tmarktaylor/phmdoctest: 1
- openlmlab/lomo: 1
- miyakogi/m2r: 1
- eps1lon/actions-label-merge-conflict: 1
- MartinThoma/flake8-simplify: 1
- jupytext/jupytext: 1
- salesforce/warp-drive: 1
- omnilib/ufmt: 1
- awslabs/gluonts: 1
- nateraw/colab-pr-action: 1
- gorillio/github-action-cherry-pick: 1
- sphinx-contrib/video: 1
- JoC0de/pre-commit-prettier: 1
- sfneal/ImgConverter: 1
- qubvel/efficientnet: 1
- nerdyrodent/VQGAN-CLIP: 1
- Lightning-AI/lightning-Graphcore: 1
- hukkin/mdformat-black: 1
- facebookresearch/fairscale: 1
- peter-evans/create-pull-request: 1
- breezedeus/CnOCR: 1
- modin-project/modin: 1
- codecov/codecov-action: 1
- celery/billiard: 1
- act10ns/slack: 1
- rwightman/gen-efficientnet-pytorch: 1
- shanglianlm0525/PyTorch-Networks: 1
- Lightning-AI/lightning-Habana: 1
- abhishekkrthakur/colabcode: 1
- aliutkus/speechmetrics: 1
- timsainb/noisereduce: 1
- dreamquark-ai/tabnet: 1
- automl/hpolib: 1
- elgohr/Publish-Docker-Github-Action: 1
- SuperElastix/SimpleElastix: 1
- pyg-team/pytorch_geometric: 1
- sphinx-gallery/sphinx-gallery: 1
- gitpython-developers/GitPython: 1
Pull requests created
- Lightning-AI/torchmetrics: 314
- Lightning-AI/pytorch-lightning: 228
- Lightning-AI/utilities: 150
- python-cachier/cachier: 128
- Lightning-AI/lightning-thunder: 110
- Lightning-AI/lightning: 108
- lightning-ai/litmodels: 94
- Lightning-AI/litgpt: 71
- lightning-ai/tutorials: 70
- roboflow/rf-detr: 67
- Borda/pyDeprecate: 65
- lightning-ai/ecosystem-ci: 40
- lightning-ai/litdata: 40
- roboflow/supervision: 39
- manujosephv/pytorch_tabular: 37
- Lightning-AI/lightning-Habana: 33
- lightning-ai/litserve: 31
- roboflow/trackers: 29
- MiXaiLL76/faster_coco_eval: 29
- Borda/pyImSegm: 26
- Lightning-AI/models: 24
- Lightning-Universe/lightning-bolts: 24
- Borda/pyGCO: 23
- sphinx-gallery/sphinx-gallery: 19
- borda/kaggle_image-classify: 18
- PyGithub/PyGithub: 17
- derekallman/hotcoco: 16
- google/python-fire: 15
- awslabs/gluonts: 15
- pytest-dev/pytest-rerunfailures: 14
- unit8co/darts: 14
- nteract/papermill: 13
- conda-forge/pytorch-lightning-feedstock: 12
- borda/pyrepostats: 12
- borda/kaggle_sandbox: 12
- microsoft/FLAML: 12
- gitpython-developers/GitPython: 12
- Lightning-AI/lightning-Graphcore: 11
- Lightning-Sandbox/PyTDC: 11
- Borda/PyTorch-YOLOv3: 11
- Borda/GH-app-bot: 11
- Lightning-Sandbox/gammatone: 10
- borda/github-app-bot: 10
- Lightning-Universe/lightning_sphinx_theme: 9
- lightning-universe/lightning-hivemind: 9
- Lightning-AI/probot: 8
- borda/pybpdl: 8
- mims-harvard/TDC: 8
- PhoenixDL/rising: 8
- Lightning-AI/lightning-transformers: 7
- Borda/docker_python-opencv-ffmpeg: 7
- borda/dataset-histology-landmarks: 7
- sktime/pytorch-forecasting: 7
- Lightning-Universe/lightning-flash: 7
- Lightning-AI/deep-learning-project-template: 6
- jamesmortensen/cache-container-images-action: 6
- borda/docker_sample: 6
- pytorch/vision: 6
- borda/kaggle_vol-3d-classify: 6
- python-jsonschema/check-jsonschema: 6
- omni-us/jsonargparse: 6
- krasserm/perceiver-io: 6
- Lightning-AI/lightning-Horovod: 5
- borda/kaggle_image-segm: 5
- ufoym/imbalanced-dataset-sampler: 5
- unitaryai/detoxify: 5
- Lightning-AI/lightning-ColossalAI: 5
- williamfalcon/cifar5: 5
- lightning-ai/lit-llama: 5
- AutoViML/Auto_TS: 5
- ivan-chai/torch-linear-assignment: 5
- OpenDevin/OpenDevin: 5
- tartley/colorama: 4
- HabanaAI/Gaudi-tutorials: 4
- roboflow/rf100-vl: 4
- tonybaloney/Pyjion: 4
- williamFalcon/test-tube: 4
- sphinx-contrib/sphinx-lint: 4
- ultralytics/yolov5: 4
- Lightning-Universe/lightning-quick-start: 4
- scientific-python/lazy_loader: 4
- Lightning-AI/lightning-Hivemind: 4
- scientific-python/lazy-loader: 4
- Lightning-Universe/API-Access-UI_component: 4
- qubvel/segmentation_models.pytorch: 3
- alyetama/gofile: 3
- scientific-python/pytest-doctestplus: 3
- ravsamhq/notify-slack-action: 3
- tchaton/pytorch2lightning: 3
- pypa/sampleproject: 3
- jfsantos/srmrpy: 3
- tox-dev/pipdeptree: 3
- Lightning-Universe/lightning-Horovod: 3
- vturrisi/solo-learn: 3
- williamfalcon/cifar5-simple: 3
- pytorch-fdn/landscape: 3
- JoC0de/pre-commit-prettier: 3
- Justintime50/pip-tree: 3
- open-mmlab/mmdetection: 3
- lightning-ai/forked-pdb: 3
- Lightning-Universe/Jupyter_component: 3
- Lightning-AI/lightning-Bagua: 3
- nateraw/stable-diffusion-videos: 3
- willemolding/gridcut-python: 2
- NoUnique/pymecab-ko: 2
- nvuillam/github-dependents-info: 2
- onelivesleft/PrettyErrors: 2
- openlmlab/lomo: 2
- owkin/HistoSSLscaling: 2
- Borda/cmd-tree: 2
- garrettj403/SciencePlots: 2
- plotly/dash: 2
- pmneila/morphsnakes: 2
- PrefectHQ/fastmcp: 2
- princeton-nlp/swe-agent: 2
- pydata/pandas-datareader: 2
- pyg-team/pytorch-frame: 2
- pypa/hatch: 2
- rapidsai/cudf: 2
- roboflow/.github: 2
- hpcaitech/open-sora: 2
- scikit-image/scikit-image: 2
- scikit-learn/scikit-learn: 2
- huggingface/transformers: 2
- Borda/Pyjion: 2
- sphinx-doc/sphinx-autobuild: 2
- jdb78/pytorch-forecasting: 2
- Tencent/MedicalNet: 2
- valian/docker-python-opencv-ffmpeg: 2
- joblib/joblib: 2
- Nixtla/neuralforecast: 2
- wimglenn/johnnydep: 2
- JuliusBrussee/caveman: 2
- cbica/historeg: 2
- computationalmodelling/nbval: 2
- Awesome-Image-Registration-Organization/awesome-image-registration: 2
- Lightning-Universe/lightning-Fairscale: 2
- conda-forge/tensorboard-feedstock: 2
- beamandrew/medical-data: 2
- bndr/pipreqs: 2
- ludlows/PESQ: 2
- mahmoodlab/CLAM: 2
- detly/gammatone: 2
- AButler/upload-release-assets: 2
- nateraw/azureml-examples: 2
- MinishLab/semble: 1
- Alinistt/Course: 1
- AMLab-Amsterdam/AttentionDeepMIL: 1
- amyparker2401/hermes: 1
- automl/Auto-PyTorch: 1
- awesomedata/awesome-public-datasets: 1
- Borda/AttentionDeepMIL: 1
- borda/borda: 1
- Borda/.github: 1
- Borda/Gofile: 1
- borda/ij-cmp-bia: 1
- borda/kaggle_covid-detection: 1
- Borda/lightning-YOLOs: 1
- Borda/OpenDevin: 1
- Borda/pre-commit-prettier: 1
- Borda/PrettyErrors: 1
- Budibase/budibase: 1
- CharlesShang/FastMaskRCNN: 1
- Chen-Hsien/ichichain: 1
- conda-forge/lightning-bolts-feedstock: 1
- conda-forge/lightning-utilities-feedstock: 1
- conda-forge/litserve-feedstock: 1
- conda-forge/torchmetrics-feedstock: 1
- crate-ci/typos: 1
- Delgan/loguru: 1
- dingo-actual/infini-transformer: 1
- drone/autoscaler-docs: 1
- engnogueira/webdjango: 1
- Exp-Primer-Copilot-Cohort-1/experience-primer-copilot-DanielIppo: 1
- FMInference/FlexGen: 1
- foldingathome/fah-control: 1
- gorillio/github-action-cherry-pick: 1
- Gurummang/vue3-front: 1
- HabanaAI/deepspeed_old: 1
- huggingface/pytorch-image-models: 1
- isaaccorley/torchseg: 1
- isl-org/Open3D: 1
- Kaggle/kaggle-api: 1
- kuleshov-group/mdlm: 1
- lightly-ai/lightly: 1
- lightning-ai/lightning-multinode-templates: 1
- lightning-ai/litai: 1
- Lightning-AI/lit-data: 1
- Lightning-Sandbox/PESQ: 1
- Lightning-Sandbox/pymecab-ko: 1
- Lightning-Sandbox/pytorch-forecasting: 1
- Lightning-Sandbox/SRMRpy: 1
- Lightning-Universe/lightning-Galvatron: 1
- Lightning-Universe/MarkDown-poster_component: 1
- Lightning-Universe/Redis_component: 1
- lightning-universe/text-classification-component: 1
- luis-munozmolina/skills-test-with-actions: 1
- macnick/react-bookstore: 1
- matplotlib/matplotlib: 1
- microsoft/autogen: 1
- microsoft/data-formulator: 1
- mikel-brostrom/boxmot: 1
- mschilde/auto-label-merge-conflicts: 1
- NVIDIA/Fuser: 1
- pandas-dev/pandas: 1
- peter-evans/slash-command-dispatch: 1
- pyimreg/pyimreg.github.com: 1
- pytorch-fdn/ecosystem: 1
- pytorch/pytorch: 1
- pytorch/torchtitan: 1
- reflex-dev/reflex: 1
- rgarcia-phi/json-to-variables: 1
- Rockhopper-Technologies/enlighten: 1
- saferwall/binstream: 1
- sfikas/medical-imaging-datasets: 1
- sliteteam/github-action-git-crypt-unlock: 1
- sphinx-contrib/video: 1
- str0zzapreti/pytest-retry: 1
- SuperElastix/SimpleElastix: 1
- tdeh/py-tree: 1
- tmarktaylor/phmdoctest: 1
- vBaiCai/python-pesq: 1
- zakisk/pac-demo: 1
- zhixuhao/unet: 1
Maintainer
- Lightning-AI/torchmetrics: 324
- Lightning-AI/pytorch-lightning: 230
- Lightning-AI/utilities: 155
- Lightning-AI/lightning-thunder: 112
- Lightning-AI/lightning: 109
- lightning-ai/tutorials: 94
- lightning-ai/litmodels: 94
- roboflow/rf-detr: 75
- Lightning-AI/litgpt: 71
- Borda/pyDeprecate: 69
- lightning-ai/ecosystem-ci: 42
- lightning-ai/litdata: 41
- roboflow/supervision: 40
- lightning-ai/litserve: 34
- Lightning-AI/lightning-Habana: 34
Active Maintainer
Issue Author Associations
- None (130, 46.43%)
- Member (79, 28.21%)
- Contributor (49, 17.50%)
- Owner (21, 7.50%)
- Collaborator (1, 0.36%)
Pull Request Author Associations
- Member (1,592, 63.78%)
- Contributor (468, 18.75%)
- Owner (241, 9.66%)
- None (107, 4.29%)
- Collaborator (88, 3.53%)
Top Issue Labels
- enhancement (91)
- help wanted (67)
- bug (31)
- good first issue (21)
- ci/cd (10)
- bug / fix (10)
- question (8)
- CI/CD (8)
- documentation (6)
- Priority (4)
- won't fix (3)
- New (3)
- refactor (3)
- app (3)
- Important (3)
Top Pull Request Labels
- enhancement (483)
- ci (263)
- ready (185)
- documentation (179)
- pl (135)
- ci/cd (114)
- docs (102)
- bug (99)
- fabric (98)
- package (87)
- dependencies (82)
- bug / fix (73)
- 0:] Ready-To-Go (71)
- test / CI (70)
- app (52)