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GitHub / HeberTU / Machine-Learning-DevOps
Software engineering fundamentals needed to successfully streamline the deployment of data and machine-learning models in a production-level environment.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HeberTU%2FMachine-Learning-DevOps
Stars: 1
Forks: 0
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 2.3 MB
Dependencies:
265
Created: about 2 years ago
Updated: about 2 years ago
Last pushed: about 2 years ago
Last synced: about 1 year ago
Files
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Readme
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Dependencies
pyproject.toml
pypi
- Flask 2.0.1
- autopep8 ^1.6.0
- black ^22.1.0
- cloudpickle 2.0.0
- dvc ^2.10.1
- fastapi ^0.75.1
- fastparquet ^0.8.0
- flake8 ^4.0.1
- hydra-core 1.0.6
- importlib-resources ^5.6.0
- isort ^5.10.1
- mlflow 1.24.0
- pandas ^1.4.1
- pandas-profiling 2.11.0
- pandera ^0.10.1
- pyarrow ^7.0.0
- pydocstyle ^6.1.1
- pylint ^2.12.2
- pytest 6.2.2
- python 3.8
- requests ^2.27.1
- scikit-learn 0.24.1
- scipy 1.8.0
- seaborn ^0.11.2
- wandb 0.10.21
- wheel ^0.37.1