Metadata-Version: 2.4
Name: bias-amplification
Version: 0.1.0
Summary: A library for measuring bias amplification in machine learning models
Author-email: Bhanu Tokas <btokas@asu.edu>, Rahul Nair <rnair21@asu.edu>
License: MIT
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy>=1.20.0
Requires-Dist: pandas>=1.3.0
Requires-Dist: torch>=1.9.0
Requires-Dist: scikit-learn>=1.0.0
Provides-Extra: dev
Requires-Dist: pytest>=7.0.0; extra == "dev"
Requires-Dist: pytest-cov>=3.0.0; extra == "dev"
Requires-Dist: black>=22.0.0; extra == "dev"
Requires-Dist: flake8>=4.0.0; extra == "dev"
Provides-Extra: docs
Requires-Dist: sphinx>=5.0.0; extra == "docs"
Requires-Dist: sphinx-rtd-theme>=1.0.0; extra == "docs"
Requires-Dist: numpydoc>=1.2.0; extra == "docs"
Dynamic: license-file

# Bias Amplification

A library for measuring bias amplification and information leakage in machine learning models.

## Installation

```bash
pip install -e .
```

## Quick Start

```python
from bias_amplification import Leakage
from bias_amplification.attacker_models import simpleDenseModel
```

## License

MIT
