Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub / QIAIUNCC / FL_UNCC_QIAI
Application of federated learning in AMD classification
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/QIAIUNCC%2FFL_UNCC_QIAI
Stars: 0
Forks: 0
Open Issues: 0
License: None
Language: Python
Repo Size: 543 KB
Dependencies:
200
Created: 8 months ago
Updated: 8 months ago
Last pushed: 8 months ago
Last synced: 8 months ago
Topics: age-related-macular-degeneration, classification, deep-learning, federated-learning, flower, resnet-18, vision-transformer
Files
Loading...
Readme
Loading...
Dependencies
environment.yml
pypi
- addict ==2.4.0
- aiobotocore ==2.4.2
- aiohttp ==3.8.4
- aiohttp-cors ==0.7.0
- aioitertools ==0.11.0
- aiosignal ==1.3.1
- altair ==4.2.2
- antlr4-python3-runtime ==4.9.3
- anyio ==3.6.2
- arrow ==1.2.3
- async-timeout ==4.0.2
- attrs ==23.1.0
- beautifulsoup4 ==4.12.2
- bleach ==6.0.0
- blessed ==1.20.0
- blinker ==1.6.2
- bokeh ==2.4.3
- botocore ==1.27.59
- cachetools ==5.3.0
- cchardet ==2.1.7
- certifi ==2023.5.7
- chardet ==5.1.0
- charset-normalizer ==3.1.0
- click ==8.1.3
- cmake ==3.26.3
- colorful ==0.5.5
- contourpy ==1.0.7
- croniter ==1.3.14
- cycler ==0.11.0
- dateutils ==0.6.12
- decorator ==5.1.1
- deepdiff ==6.3.0
- distlib ==0.3.6
- docker ==6.1.2
- docstring-parser ==0.15
- einops ==0.6.1
- entrypoints ==0.4
- et-xmlfile ==1.1.0
- fastapi ==0.88.0
- filelock ==3.12.0
- flwr ==1.4.0
- fonttools ==4.39.4
- frozenlist ==1.3.3
- fsspec ==2022.11.0
- gitdb ==4.0.10
- gitpython ==3.1.31
- google-api-core ==2.11.0
- google-auth ==2.18.0
- googleapis-common-protos ==1.59.0
- gpustat ==1.1
- grpcio ==1.51.3
- h11 ==0.14.0
- hydra-core ==1.3.2
- idna ==3.4
- importlib-metadata ==6.6.0
- importlib-resources ==5.12.0
- inquirer ==3.1.3
- iterators ==0.0.2
- itsdangerous ==2.1.2
- jinja2 ==3.1.2
- jmespath ==1.0.1
- joblib ==1.2.0
- jsonargparse ==4.21.1
- jsonschema ==4.17.3
- kiwisolver ==1.4.4
- lightning ==2.0.2
- lightning-api-access ==0.0.5
- lightning-cloud ==0.5.36
- lightning-fabric ==2.0.2
- lightning-utilities ==0.8.0
- lit ==16.0.3
- load-dotenv ==0.1.0
- markdown ==3.4.3
- markdown-it-py ==2.2.0
- markupsafe ==2.1.2
- matplotlib ==3.7.1
- mdurl ==0.1.2
- mmcv ==2.0.0
- mmengine ==0.7.3
- mpmath ==1.3.0
- msgpack ==1.0.5
- multidict ==6.0.4
- natsort ==8.3.1
- networkx ==3.1
- numpy ==1.24.3
- nvidia-cublas-cu11 ==11.10.3.66
- nvidia-cuda-cupti-cu11 ==11.7.101
- nvidia-cuda-nvrtc-cu11 ==11.7.99
- nvidia-cuda-runtime-cu11 ==11.7.99
- nvidia-cudnn-cu11 ==8.5.0.96
- nvidia-cufft-cu11 ==10.9.0.58
- nvidia-curand-cu11 ==10.2.10.91
- nvidia-cusolver-cu11 ==11.4.0.1
- nvidia-cusparse-cu11 ==11.7.4.91
- nvidia-ml-py ==11.525.112
- nvidia-nccl-cu11 ==2.14.3
- nvidia-nvtx-cu11 ==11.7.91
- omegaconf ==2.3.0
- opencensus ==0.11.2
- opencensus-context ==0.1.3
- opencv-python ==4.7.0.72
- openpyxl ==3.1.2
- ordered-set ==4.1.0
- packaging ==23.1
- pandas ==2.0.1
- panel ==0.14.4
- param ==1.13.0
- pillow ==9.5.0
- platformdirs ==3.5.1
- prometheus-client ==0.16.0
- protobuf ==3.20.3
- psutil ==5.9.5
- py-spy ==0.3.14
- pyaml ==23.5.9
- pyarrow ==12.0.0
- pyasn1 ==0.5.0
- pyasn1-modules ==0.3.0
- pyct ==0.5.0
- pydantic ==1.10.7
- pydeck ==0.8.1b0
- pygments ==2.15.1
- pyjwt ==2.7.0
- pympler ==1.0.1
- pyparsing ==3.0.9
- pyrsistent ==0.19.3
- python-dateutil ==2.8.2
- python-dotenv ==1.0.0
- python-editor ==1.0.4
- python-multipart ==0.0.6
- pytorch-lightning ==2.0.2
- pytz ==2023.3
- pyviz-comms ==2.2.1
- pyyaml ==6.0
- ray ==2.4.0
- readchar ==4.0.5
- redis ==4.5.5
- requests ==2.30.0
- rich ==13.3.5
- rsa ==4.9
- s3fs ==2022.11.0
- scikit-learn ==1.2.2
- scikit-optimize ==0.9.0
- scipy ==1.10.1
- six ==1.16.0
- smart-open ==6.3.0
- smmap ==5.0.0
- sniffio ==1.3.0
- soupsieve ==2.4.1
- starlette ==0.22.0
- starsessions ==1.3.0
- streamlit ==1.22.0
- subsetsum ==0.0.2
- sympy ==1.12
- tenacity ==8.2.2
- tensorboardx ==2.6
- termcolor ==2.3.0
- threadpoolctl ==3.1.0
- toml ==0.10.2
- tomli ==2.0.1
- toolz ==0.12.0
- torch ==2.0.1
- torchmetrics ==0.11.4
- torchvision ==0.15.2
- tornado ==6.3.2
- tqdm ==4.65.0
- traitlets ==5.9.0
- triton ==2.0.0
- typeshed-client ==2.3.0
- typing-extensions ==4.5.0
- tzdata ==2023.3
- tzlocal ==5.0.1
- urllib3 ==1.26.15
- uvicorn ==0.22.0
- validators ==0.20.0
- virtualenv ==20.21.0
- vit-pytorch ==1.2.1
- watchdog ==3.0.0
- wcwidth ==0.2.6
- webencodings ==0.5.1
- websocket-client ==1.5.1
- websockets ==11.0.3
- wrapt ==1.15.0
- yapf ==0.33.0
- yarl ==1.9.2
- zipp ==3.15.0
requirements.txt
pypi
- cchardet *
- chardet *
- flwr *
- lightning *
- load-dotenv *
- mmcv *
- natsort *
- openpyxl *
- pandas *
- pillow *
- python-dotenv *
- pytorch_lightning *
- scikit-optimize *
- subsetsum *
- vit-pytorch *