IBM AI Fairness 360
Project description
The AI Fairness 360 toolkit is an open-source library to help detect and mitigate bias in machine learning models. The AI Fairness 360 Python package includes a comprehensive set of metrics for datasets and models to test for biases, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
We have developed the package with extensibility in mind. This library is still in development. We encourage the contribution of your datasets, metrics, explainers, and debiasing algorithms.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file aif360-0.5.0.tar.gz.
File metadata
- Download URL: aif360-0.5.0.tar.gz
- Upload date:
- Size: 154.8 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.9.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
a03b3a61fa6a912ede3cc75724a95b4ab06695e500f957527da0dfc40d664f5d
|
|
| MD5 |
0131422691da70221393eef15ee5ad23
|
|
| BLAKE2b-256 |
b811ab3fade293a7ad873871beef0b0120f1a3c84c52a6c3fe9cd81952474e90
|
File details
Details for the file aif360-0.5.0-py3-none-any.whl.
File metadata
- Download URL: aif360-0.5.0-py3-none-any.whl
- Upload date:
- Size: 214.1 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.9.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
5e45d86ed19d261ea4fa9cb9df13eff3aa39411746fb87793172ae3762a152db
|
|
| MD5 |
f7dabeed7dd7afe832612c3bd629db77
|
|
| BLAKE2b-256 |
ffd5be01d2b1eac6fdd2bbff462f49cc36ac106c4fc8b1e5c6d1a9272a0b4b85
|
