MLV-tools
MLV-tools is a toolbox to help with versioning and reproducibility of Machine Learning experiments.
Its main features include:
- a command to transform Jupyter Notebooks in parametrable and executable Python scripts,
allowing for easy functional testing and keeping a unique source of truth from exploration to production to debugging
- a layer on Data Version Control, to harnest the best of this powerful tool while
removing most of the tediousness and the risk of inconsistencies
You can learn more about the project on
GitHub. Check out the
tutorials!
MLV-tools is also available on
PyPI.