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GitHub / SeldonIO / MLServer
An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SeldonIO%2FMLServer
Stars: 504
Forks: 154
Open Issues: 116
License: apache-2.0
Language: Python
Repo Size: 54.8 MB
Dependencies:
1,308
Created: almost 4 years ago
Updated: 5 months ago
Last pushed: 5 months ago
Last synced: 5 months ago
Commit Stats
Commits: 1322
Authors: 63
Mean commits per author: 20.98
Development Distribution Score: 0.5
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/SeldonIO/MLServer
Topics: kfserving, lightgbm, machine-learning, mlflow, scikit-learn, seldon-core, xgboost
Files
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Readme
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Dependencies
.github/workflows/benchmark.yml
actions
- actions/checkout v2 composite
- actions/setup-python v2 composite
.github/workflows/release-sc.yml
actions
- actions/checkout v2 composite
- docker/login-action v2 composite
- easimon/maximize-build-space master composite
- softprops/action-gh-release v1 composite
- stefanzweifel/git-auto-commit-action v4 composite
.github/workflows/release.yml
actions
- actions/checkout v2 composite
- actions/setup-python v2 composite
- docker/login-action v2 composite
- easimon/maximize-build-space master composite
- softprops/action-gh-release v1 composite
- stefanzweifel/git-auto-commit-action v4 composite
.github/workflows/tests.yml
actions
- actions/checkout v2 composite
- actions/setup-python v2 composite
Dockerfile
docker
- python 3.8-slim build
- registry.access.redhat.com/ubi9/ubi-minimal latest build
.github/workflows/licenses.yml
actions
- actions/checkout v3 composite
- actions/setup-python v4 composite
- peter-evans/create-pull-request v5 composite
- snok/install-poetry v1 composite
.github/workflows/publish.yml
actions
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- peter-evans/create-pull-request v5 composite
- rhysd/changelog-from-release/action v3 composite
- stefanzweifel/git-auto-commit-action v4 composite
.github/workflows/security.yml
actions
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- easimon/maximize-build-space master composite
- github/codeql-action/upload-sarif v2 composite
- snyk/actions/docker master composite
- snyk/actions/python-3.10 master composite
- tensorflow ==2.12.0
- tensorflow-hub ==0.13.0
- mlserver ==1.3.2
- tensorflow ==2.12.0
- tensorflow-hub ==0.13.0
- mlserver ==1.1.0
- mlserver-sklearn ==1.1.0
- mlserver *
- optimum >=1.4,<2.0
- pillow *
- python ^3.8.1,<3.12
- tensorflow *
- joblib *
- mlserver *
- python ^3.8.1,<3.12
- scikit-learn *
- mlserver ==1.3.0.dev2
- scikit-learn * test
pyproject.toml
pypi
- aiofiles *
- aiokafka *
- click *
- fastapi >=0.88.0,!=0.89.0,<=0.97.0
- grpcio *
- importlib-resources ^5.12.0
- numpy *
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- opentelemetry-instrumentation-fastapi ^0.39b0
- opentelemetry-instrumentation-grpc ^0.39b0
- opentelemetry-sdk ^1.18.0
- orjson *
- pandas *
- protobuf *
- py-grpc-prometheus *
- python ^3.8.1,<3.12
- python-dotenv *
- starlette-exporter *
- tritonclient ^2.38
- uvicorn *
- uvloop *
- alibi-detect *
- mlserver *
- python ^3.8.1,<3.12
- alibi *
- mlserver *
- mlserver_lightgbm *
- mlserver_sklearn *
- mlserver_xgboost *
- orjson *
- python ^3.8.1,<3.12
- aiofiles 23.2.1
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