The data science community has a great number of open source tools that can help you in building ModelOps pipelines. Sometimes, it is hard to navigate the never-ending list of products, tools, and libraries so I thought this list of tools would be helpful and beneficial for your projects.
For static code analysis for Python, see these:
- Flake8 (http://flake8.pycqa.org)—a style checker for Python code
- MyPy (http://www.mypy-lang.org)—static typing for Python
- wemake (https://github.com/wemake-services/wemake-python-styleguide)—a set of enhancements for Flake8
here are some useful Python tools:
- PyScaffold (https://pyscaffold.readthedocs.io/)—a project templating engine. PyScaffold can set up a project structure for you. The dsproject extension (https://github.com/pyscaffold/pyscaffoldext-dsproject) contains a good data science...
