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GitHub / swiss-ai-center / a-guide-to-mlops
A simple yet complete guide to MLOps tools and practices - from a conventional way to a modern approach of working with ML projects.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/swiss-ai-center%2Fa-guide-to-mlops
Stars: 18
Forks: 1
Open Issues: 13
License: cc-by-sa-4.0
Language: Dockerfile
Repo Size: 27.4 MB
Dependencies:
65
Created: over 1 year ago
Updated: 11 days ago
Last pushed: 11 days ago
Last synced: 10 days ago
Topics: bentoml, best-practices, cml, dvc, ml, mlops
Files
Dependencies
- python 3.11 build
- python >=3.8.1,<3.12
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- Pillow ==10.1.0
- PyYAML ==6.0.1
- Pygments ==2.17.2
- cairocffi ==1.6.1
- certifi ==2024.2.2
- cffi ==1.16.0
- charset-normalizer ==3.3.2
- click ==8.1.7
- colorama ==0.4.6
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- packaging ==23.2
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- pip ==23.2.1
- platformdirs ==4.2.0
- pycparser ==2.21
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- python-dateutil ==2.8.2
- pytz ==2024.1
- pyyaml_env_tag ==0.1
- regex ==2023.12.25
- requests ==2.31.0
- setuptools ==67.7.2
- six ==1.16.0
- smmap ==5.0.1
- tinycss2 ==1.2.1
- urllib3 ==2.2.1
- watchdog ==4.0.0
- webencodings ==0.5.1
- CairoSVG ==2.7.1
- Pillow ==10.1.0
- mkdocs-git-revision-date-localized-plugin ==1.2.1
- mkdocs-glightbox ==0.3.5
- mkdocs-material ==9.5.2
- mkdocs-minify-plugin ==0.7.1
- actions/cache v4 composite
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- actions/download-artifact v4 composite
- actions/setup-python v5 composite
- actions/upload-artifact v4 composite
- actions/upload-pages-artifact v3 composite
- docker://marpteam/marp-cli v3.0.2 composite