Metadata-Version: 2.4
Name: deriva-ml
Version: 1.17.3
Summary: Utilities to simplify use of Dervia and Pandas to create reproducable ML pipelines
Author-email: ISRD <isrd-dev@isi.edu>
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: bump-my-version
Requires-Dist: bdbag
Requires-Dist: deriva~=1.7.10
Requires-Dist: deepdiff
Requires-Dist: nbconvert
Requires-Dist: pandas
Requires-Dist: pip-system-certs
Requires-Dist: pydantic>=2.11
Requires-Dist: papermill
Requires-Dist: pandas-stubs==2.2.3.250527
Requires-Dist: pyyaml
Requires-Dist: regex~=2024.7.24
Requires-Dist: semver>3.0.0
Requires-Dist: setuptools>=80
Requires-Dist: setuptools-scm>=8.0
Requires-Dist: nbstripout
Requires-Dist: hydra_zen
Requires-Dist: SQLAlchemy
Dynamic: license-file

# DerivaML
Deriva-ML is a python library to simplify the process of creating and executing reproducible machine learning workflows
using a deriva catalog.


Complete on-line documentation for DerivaML can be found [here](https://informatics-isi-edu.github.io/deriva-ml/)

To get started using DerivaML, you can clone the [model template repository](https://github.com/informatics-isi-edu/deriva-ml-model-template), and modify it to suite your requirements.


## References
