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GitHub / shashankag14 / mlops-template

MLOps project template to integrate robust and reliable machine learning pipelines in production.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/shashankag14%2Fmlops-template

Stars: 0
Forks: 0
Open Issues: 0

License: None
Language: Python
Repo Size: 173 KB
Dependencies: 29

Created: about 1 month ago
Updated: 9 days ago
Last pushed: 9 days ago
Last synced: 7 days ago

Topics: circleci, machine-learning, mlops, pydantic, railway-app, rest-api, tox

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Dependencies

api/requirements.txt pypi

fastapi >=0.88.0,<1.0.0
feature-engine >=1.0.2,<1.6.0
loguru >=0.5.3,<1.0.0
pydantic >=1.10.4,<1.12.0
python-multipart >=0.0.5,<0.1.0
survival-predictor-model >=0.1.0
typing_extensions >=4.2.0,<5.0.0
uvicorn >=0.20.0,<0.30.0

api/test_requirements.txt pypi

httpx >=0.23.2,<0.50.0 test
pytest >=7.2.0,<8.0.0 test
requests >=2.28.0,<2.50.0 test

api/typing_requirements.txt pypi

black >=22.12.0,<23.0.0
flake8 >=6.0.0,<7.0.0
isort >=5.11.4,<6.0.0
mypy >=0.991,<1.0.0
pydantic >=1.10.4,<1.12.0

model_package/pyproject.toml pypi

model_package/requirements/requirements.txt pypi

feature-engine >=1.0.2,<1.6.0
joblib >=1.0.1,<2.0.0
numpy >=1.21.0,<2.0.0
pandas ==2.0.2
pydantic >=1.8.1,<2.0.0
ruamel.yaml >=0.16.12,<1.0.0
scikit-learn >=1.1.3,<2.0.0
strictyaml >=1.3.2,<2.0.0

model_package/requirements/test_requirements.txt pypi

pytest >=7.2.0,<8.0.0 test

model_package/requirements/typing_requirements.txt pypi

black >=22.12.0,<23.0.0
flake8 >=6.0.0,<7.0.0
isort >=5.11.4,<6.0.0
mypy >=0.991,<1.0.0

model_package/setup.py pypi