Metadata-Version: 2.1
Name: gate-drift
Version: 0.1.1
Summary: Data drift detection tool for machine learning pipelines.
License: MIT
Author: Shreya Shankar
Author-email: shreyashankar@berkeley.edu
Requires-Python: >=3.8,<4.0
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Requires-Dist: numpy (>=1.24.2,<2.0.0)
Requires-Dist: pandas (>=2.0.0,<3.0.0)
Requires-Dist: polars (>=0.17.5,<0.18.0)
Requires-Dist: pyarrow (>=11.0.0,<12.0.0)
Requires-Dist: scikit-learn (>=1.2.2,<2.0.0)
Requires-Dist: sentence-transformers (>=2.2.2,<3.0.0)
Description-Content-Type: text/markdown

# gate

[![GATE](https://github.com/dm4ml/gate/workflows/gate/badge.svg)](https://github.com/dm4ml/gate/actions?query=workflow:"gate")
[![lint (via ruff)](https://github.com/dm4ml/gate/workflows/lint/badge.svg)](https://github.com/dm4ml/gate/actions?query=workflow:"lint")
[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)

TODO:

- [x] Write clustering algorithm
- [x] Enable clustering in drill down
- [x] Write tests with many columns
- [ ] Documentation
- [x] Add github actions
- [ ] Publish package + documentation
- [ ] Rewrite more dataframe ops in polars
