Metadata-Version: 2.1
Name: kolena-client
Version: 0.65.0
Summary: Client for Kolena's machine learning (ML) testing and debugging platform.
Home-page: https://kolena.io
License: Apache-2.0
Keywords: Kolena,ML,testing
Author: Kolena Engineering
Author-email: eng@kolena.io
Requires-Python: >=3.7.1,<3.11
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Visualization
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Software Development :: Quality Assurance
Classifier: Topic :: Software Development :: Testing
Classifier: Typing :: Typed
Requires-Dist: Pillow (>=9.1.1,<10.0.0)
Requires-Dist: Shapely (>=1.8.5,<2.0.0)
Requires-Dist: click (>=8.1.3,<9.0.0)
Requires-Dist: dacite (>=1.6)
Requires-Dist: deprecation (>=2.1.0,<3.0.0)
Requires-Dist: importlib-metadata (<5.0); python_version < "3.8"
Requires-Dist: numpy (>=1.19)
Requires-Dist: pandas (>=1.1,<1.6)
Requires-Dist: pandera (>=0.9.0)
Requires-Dist: pyarrow (>=8)
Requires-Dist: pydantic (>=1.8)
Requires-Dist: requests (>=2.20)
Requires-Dist: requests-toolbelt (>=0.9.1,<0.10.0)
Requires-Dist: retrying (>=1.3.3,<2.0.0)
Requires-Dist: termcolor (>=1.1.0,<2.0.0)
Requires-Dist: tqdm (>=4,<5)
Requires-Dist: typing-extensions (>=4.5.0,<5.0.0); python_version < "3.8"
Project-URL: Documentation, https://docs.kolena.io
Description-Content-Type: text/markdown

<p align="center">
  <img src="https://app.kolena.io/api/developer/docs/html/_static/wordmark-purple.svg" width="400" alt="Kolena" />
</p>

<p align='center'>
  <a href="https://pypi.python.org/pypi/kolena-client"><img src="https://img.shields.io/pypi/v/kolena-client" /></a>
  <a href="https://www.apache.org/licenses/LICENSE-2.0"><img src="https://img.shields.io/pypi/l/kolena-client" /></a>
  <a href="https://docs.kolena.io"><img src="https://img.shields.io/badge/docs-Tutorial%20%26%20Usage-6434c1" /></a>
  <a href="https://app.kolena.io/api/developer/docs/html/index.html"><img src="https://img.shields.io/badge/docs-API%20Reference-6434c1" /></a>
</p>

---

[Kolena](https://www.kolena.io) is a comprehensive machine learning testing and debugging platform to surface hidden
model behaviors and take the mystery out of model development. Kolena helps you:

- Perform high-resolution model evaluation
- Understand and track behavioral improvements and regressions
- Meaningfully communicate model capabilities
- Automate model testing and deployment workflows

`kolena-client` is the Python client library for programmatic interaction with Kolena.

## Documentation

Visit [docs.kolena.io](https://docs.kolena.io/) for tutorial and usage documentation and the
[API Reference](https://app.kolena.io/api/developer/docs/html/index.html) for detailed `kolena-client` typing and
function documentation.

