Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Weekly Downloads
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Python Versions
Top Countries
Dependencies
- aiofiles
- aiohttp
- aiostream
- albumentations
- anyconfig
- boto3
- celery
- colorcet
- cython
- docarray >=0.16.4
- docker
- dominate ==2.7.0
- fastapi >=0.76.0
- fast-pytorch-kmeans
- fastwer ==0.1.3
- filelock
- grpcio <=1.57.0,>=1.46.0
- grpcio-health-checking <=1.57.0,>=1.46.0
- grpcio-reflection <=1.57.0,>=1.46.0
- hydra-core ==1.3.1
- imagecodecs
- imutils
- jsons
- levenshtein
- lmdb
- matplotlib
- munch
- natsort
- nlpaug
- nltk
- numpy
- omegaconf ==2.3.0
- onnx ==1.15.0
- onnxconverter-common ==1.13.0
- onnxmltools
- onnxruntime ==1.16.3
- onnxruntime-gpu
- opencv-python ==4.8.1.78
- opentelemetry-exporter-otlp >=1.12.0
- opentelemetry-exporter-otlp-proto-grpc >=1.13.0
- opentelemetry-exporter-prometheus >=0.33b0
- opentelemetry-instrumentation-aiohttp-client >=0.33b0
- opentelemetry-instrumentation-fastapi >=0.33b0
- opentelemetry-instrumentation-grpc
- opentelemetry-sdk <1.20.0,>=1.14.0
- opentelemetry-semantic-conventions >=0.33b0
- orjson
- packaging >=20.0
- patchify ==0.2.3
- pathspec
- pendulum
- pika
- pillow ~=9.5
- pillow-simd
- prometheus-client
- protobuf <4.24,>=3.20.2
- psutil
- psycopg2-binary ==2.8.6
- pybind11
- pycocotools
- pydantic <2.0.0
- pypdf4
- pytesseract
- pytest
- python-consul2
- python-multipart
- pyyaml >=5.3.1
- reportlab
- requests
- sentencepiece
- shapely
- sqlalchemy
- timm ==0.6.12
- transformers
- urllib3 <2.0.0,>=1.25.9
- uuid7
- uvicorn <=0.23.1
- uvloop
- wand
- websockets
382 optional dependencies
- aiofiles[standard]
- aiofiles[all]
- aiofiles[devel]
- aiofiles[aiofiles]
- aiohttp[devel]
- aiohttp[standard]
- aiohttp[aiohttp]
- aiohttp[all]
- aiostream[aiostream]
- aiostream[all]
- aiostream[standard]
- aiostream[devel]
- albumentations[all]
- albumentations[standard]
- albumentations[core]
- albumentations[albumentations]
- anyconfig[standard]
- anyconfig[all]
- anyconfig[anyconfig]
- anyconfig[core]
- black[test]
- black[all]
- black[black]
- boto3[all]
- boto3[standard]
- boto3[boto3]
- boto3[core]
- celery[core]
- celery[all]
- celery[celery]
- celery[standard]
- colorcet[all]
- colorcet[colorcet]
- colorcet[core]
- colorcet[standard]
- coverage[coverage]
- coverage[all]
- coverage[test]
- cython[cython]
- cython[all]
- cython[core]
- cython[standard]
- docarray[all]
- docarray[core]
- docarray[docarray]
- docker[standard]
- docker[devel]
- docker[all]
- docker[docker]
- dominate[standard]
- dominate[core]
- dominate[dominate]
- dominate[all]
- fastapi[standard]
- fastapi[fastapi]
- fastapi[devel]
- fastapi[all]
- fast-pytorch-kmeans[core]
- fast-pytorch-kmeans[fast-pytorch-kmeans]
- fast-pytorch-kmeans[standard]
- fast-pytorch-kmeans[all]
- fastwer[standard]
- fastwer[all]
- fastwer[core]
- fastwer[fastwer]
- filelock[filelock]
- filelock[all]
- filelock[devel]
- filelock[standard]
- gradio[devel]
- gradio[all]
- gradio[gradio]
- grpcio[core]
- grpcio[all]
- grpcio[grpcio]
- grpcio-health-checking[core]
- grpcio-health-checking[all]
- grpcio-health-checking[grpcio-health-checking]
- grpcio-reflection[core]
- grpcio-reflection[all]
- grpcio-reflection[grpcio-reflection]
- hydra-core[hydra-core]
- hydra-core[all]
- hydra-core[core]
- hydra-core[standard]
- imagecodecs[imagecodecs]
- imagecodecs[all]
- imagecodecs[core]
- imagecodecs[standard]
- imutils[imutils]
- imutils[all]
- imutils[core]
- imutils[standard]
- jsons[all]
- jsons[jsons]
- jsons[standard]
- jsons[core]
- kubernetes[all]
- kubernetes[test]
- kubernetes[kubernetes]
- levenshtein[standard]
- levenshtein[all]
- levenshtein[core]
- levenshtein[levenshtein]
- lmdb[lmdb]
- lmdb[all]
- lmdb[core]
- lmdb[standard]
- matplotlib[matplotlib]
- matplotlib[core]
- matplotlib[all]
- matplotlib[standard]
- mock[all]
- mock[test]
- mock[mock]
- munch[all]
- munch[standard]
- munch[munch]
- munch[core]
- natsort[all]
- natsort[standard]
- natsort[natsort]
- natsort[core]
- nlpaug[nlpaug]
- nlpaug[core]
- nlpaug[all]
- nlpaug[standard]
- nltk[standard]
- nltk[all]
- nltk[core]
- nltk[nltk]
- numpy[core]
- numpy[standard]
- numpy[numpy]
- numpy[all]
- omegaconf[all]
- omegaconf[standard]
- omegaconf[omegaconf]
- omegaconf[core]
- onnx[standard]
- onnx[all]
- onnx[core]
- onnx[onnx]
- onnxconverter-common[standard]
- onnxconverter-common[all]
- onnxconverter-common[core]
- onnxconverter-common[onnxconverter-common]
- onnxmltools[onnxmltools]
- onnxmltools[all]
- onnxmltools[core]
- onnxmltools[standard]
- onnxruntime[onnxruntime]
- onnxruntime[all]
- onnxruntime[core]
- onnxruntime[standard]
- onnxruntime-gpu[onnxruntime-gpu]
- onnxruntime-gpu[standard]
- onnxruntime-gpu[core]
- onnxruntime-gpu[all]
- opencv-python[standard]
- opencv-python[all]
- opencv-python[core]
- opencv-python[opencv-python]
- opentelemetry-exporter-otlp[standard]
- opentelemetry-exporter-otlp[devel]
- opentelemetry-exporter-otlp[opentelemetry-exporter-otlp]
- opentelemetry-exporter-otlp[perf]
- opentelemetry-exporter-otlp[all]
- opentelemetry-exporter-otlp-proto-grpc[opentelemetry-exporter-otlp-proto-grpc]
- opentelemetry-exporter-otlp-proto-grpc[all]
- opentelemetry-exporter-otlp-proto-grpc[perf]
- opentelemetry-exporter-otlp-proto-grpc[standard]
- opentelemetry-exporter-otlp-proto-grpc[devel]
- opentelemetry-exporter-prometheus[perf]
- opentelemetry-exporter-prometheus[standard]
- opentelemetry-exporter-prometheus[opentelemetry-exporter-prometheus]
- opentelemetry-exporter-prometheus[devel]
- opentelemetry-exporter-prometheus[all]
- opentelemetry-instrumentation-aiohttp-client[perf]
- opentelemetry-instrumentation-aiohttp-client[all]
- opentelemetry-instrumentation-aiohttp-client[standard]
- opentelemetry-instrumentation-aiohttp-client[opentelemetry-instrumentation-aiohttp-client]
- opentelemetry-instrumentation-aiohttp-client[devel]
- opentelemetry-instrumentation-fastapi[standard]
- opentelemetry-instrumentation-fastapi[perf]
- opentelemetry-instrumentation-fastapi[opentelemetry-instrumentation-fastapi]
- opentelemetry-instrumentation-fastapi[devel]
- opentelemetry-instrumentation-fastapi[all]
- opentelemetry-instrumentation-grpc[all]
- opentelemetry-instrumentation-grpc[standard]
- opentelemetry-instrumentation-grpc[perf]
- opentelemetry-instrumentation-grpc[opentelemetry-instrumentation-grpc]
- opentelemetry-instrumentation-grpc[devel]
- opentelemetry-sdk[standard]
- opentelemetry-sdk[perf]
- opentelemetry-sdk[opentelemetry-sdk]
- opentelemetry-sdk[devel]
- opentelemetry-sdk[all]
- opentelemetry-semantic-conventions[opentelemetry-semantic-conventions]
- opentelemetry-semantic-conventions[perf]
- opentelemetry-semantic-conventions[all]
- opentelemetry-semantic-conventions[devel]
- opentelemetry-semantic-conventions[standard]
- orjson[standard]
- orjson[all]
- orjson[core]
- orjson[orjson]
- packaging[packaging]
- packaging[core]
- packaging[all]
- packaging[standard]
- patchify[core]
- patchify[standard]
- patchify[patchify]
- patchify[all]
- pathspec[all]
- pathspec[pathspec]
- pathspec[standard]
- pathspec[devel]
- pendulum[core]
- pendulum[pendulum]
- pendulum[standard]
- pendulum[all]
- pika[core]
- pika[standard]
- pika[all]
- pika[pika]
- pillow[standard]
- pillow[all]
- pillow[pillow]
- pillow[core]
- pillow-simd[all]
- pillow-simd[core]
- pillow-simd[pillow-simd]
- pillow-simd[standard]
- prometheus-client[all]
- prometheus-client[perf]
- prometheus-client[prometheus-client]
- prometheus-client[standard]
- prometheus-client[devel]
- protobuf[all]
- protobuf[core]
- protobuf[protobuf]
- protobuf[standard]
- psutil[all]
- psutil[devel]
- psutil[test]
- psutil[standard]
- psutil[psutil]
- psutil[perf]
- psycopg2-binary[all]
- psycopg2-binary[psycopg2-binary]
- psycopg2-binary[standard]
- psycopg2-binary[core]
- pybind11[all]
- pybind11[standard]
- pybind11[pybind11]
- pybind11[core]
- pycocotools[core]
- pycocotools[all]
- pycocotools[pycocotools]
- pycocotools[standard]
- pydantic[pydantic]
- pydantic[all]
- pydantic[core]
- pypdf4[pypdf4]
- pypdf4[all]
- pypdf4[core]
- pypdf4[standard]
- pytesseract[standard]
- pytesseract[all]
- pytesseract[core]
- pytesseract[pytesseract]
- pytest[standard]
- pytest[pytest]
- pytest[test]
- pytest[all]
- pytest[core]
- pytest-asyncio[all]
- pytest-asyncio[test]
- pytest-asyncio[pytest-asyncio]
- pytest-cov[all]
- pytest-cov[test]
- pytest-cov[pytest-cov]
- pytest-custom-exit-code[pytest-custom-exit-code]
- pytest-custom-exit-code[test]
- pytest-custom-exit-code[all]
- pytest-kind[all]
- pytest-kind[pytest-kind]
- pytest-kind[test]
- pytest-lazy-fixture[test]
- pytest-lazy-fixture[all]
- pytest-lazy-fixture[pytest-lazy-fixture]
- pytest-mock[all]
- pytest-mock[test]
- pytest-mock[pytest-mock]
- pytest-repeat[test]
- pytest-repeat[pytest-repeat]
- pytest-repeat[all]
- pytest-reraise[all]
- pytest-reraise[test]
- pytest-reraise[pytest-reraise]
- pytest-timeout[all]
- pytest-timeout[test]
- pytest-timeout[pytest-timeout]
- python-consul2[python-consul2]
- python-consul2[devel]
- python-consul2[all]
- python-consul2[standard]
- python-multipart[all]
- python-multipart[devel]
- python-multipart[python-multipart]
- python-multipart[standard]
- pyyaml[all]
- pyyaml[core]
- pyyaml[pyyaml]
- pyyaml[standard]
- reportlab[reportlab]
- reportlab[standard]
- reportlab[all]
- reportlab[core]
- requests[standard]
- requests[requests]
- requests[devel]
- requests[all]
- requests-mock[test]
- requests-mock[requests-mock]
- requests-mock[all]
- sentencepiece[sentencepiece]
- sentencepiece[all]
- sentencepiece[standard]
- sentencepiece[core]
- shapely[core]
- shapely[all]
- shapely[standard]
- shapely[shapely]
- sqlalchemy[sqlalchemy]
- sqlalchemy[core]
- sqlalchemy[standard]
- sqlalchemy[all]
- strawberry-graphql[cicd]
- strawberry-graphql[strawberry-graphql]
- strawberry-graphql[devel]
- strawberry-graphql[all]
- timm[all]
- timm[core]
- timm[standard]
- timm[timm]
- torch[all]
- torch[cicd]
- torch[torch]
- transformers[all]
- transformers[core]
- transformers[standard]
- transformers[transformers]
- urllib3[urllib3]
- urllib3[core]
- urllib3[all]
- uuid7[all]
- uuid7[core]
- uuid7[standard]
- uuid7[uuid7]
- uvicorn[devel]
- uvicorn[standard]
- uvicorn[all]
- uvicorn[uvicorn-standard]
- uvloop[perf]
- uvloop[devel]
- uvloop[standard]
- uvloop[uvloop]
- uvloop[all]
- wand[wand]
- wand[all]
- wand[core]
- wand[standard]
- watchfiles[watchfiles]
- watchfiles[all]
- watchfiles[devel]
- websockets[websockets]
- websockets[devel]
- websockets[all]
- websockets[standard]