smclarify Files

Fairness aware machine learning. Bias detection and mitigation

This is an exact mirror of the smclarify project, hosted at https://github.com/aws/amazon-sagemaker-clarify. SourceForge is not affiliated with smclarify.

The interactive file manager requires Javascript. Please enable it or use sftp or scp.
You may still browse the files here.

Name	Modified	Size	InfoDownloads / Week
Parent folder
README.md	2022-12-05	323 Bytes	0
Version 0.3.tar.gz	2022-12-05	132.6 kB	0
Version 0.3.zip	2022-12-05	152.3 kB	0
Totals: 3 Items		285.1 kB	0

Replace installing sklearn dependency with scikit-learn as the former is deprecated.
Add two new bias metric Implementations for Specificity Difference(SD) and Generalized Entropy(GE).
Add confusion matrix and proportion for each facet
Update default python version to 3.9 and remove support to python 3.6.

Source: README.md, updated 2022-12-05

Other Useful Business Software

AI-powered service management for IT and enterprise teams

Enterprise-grade ITSM, for every business

Give your IT, operations, and business teams the ability to deliver exceptional services—without the complexity. Maximize operational efficiency with refreshingly simple, AI-powered Freshservice.

Try it Free

Fully Managed MySQL, PostgreSQL, and SQL Server

Automatic backups, patching, replication, and failover. Focus on your app, not your database.

Cloud SQL handles your database ops end to end, so you can focus on your app.

Try Free

Gemini 3 and 200+ AI Models on One Platform

Access Google's best plus Claude, Llama, and Gemma. Fine-tune and deploy from one console.

Build, govern, and optimize agents and models with Gemini Enterprise Agent Platform.

Start Free

Recommended Projects

AIF360
A comprehensive set of fairness metrics for datasets
Blueprint XAS
Blueprint XAS is a Matlab-based suite designed for the processing and analysis of near-edge x-ray absorption spectroscopy (XAS) data. The suite is designed primarily to assist users in exploring reasonable fit solutions while minimizing user bias.
bootf2BCA
computing f2 bootstrap CI BCA
Awesome production machine learning
Curated list of awesome open source libraries
ByzantineOS
ByzanineOS is a software internet appliance with a home entertainment bias. It is based on a networked Linux distribution/bootable system with Mozilla providing access to a range of services and applications.

smclarify Files

Fairness aware machine learning. Bias detection and mitigation

Get an email when there's a new version of smclarify