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16 search results found

Giskard ⭐ 2,509

🐢 The testing framework for ML models, from tabular to LLMs

Fairlearn ⭐ 1,727

A Python package to assess and improve fairness of machine learning models.

Dalex ⭐ 1,242

moDel Agnostic Language for Exploration and eXplanation

Langtest ⭐ 430

Deliver safe & effective language models

Model Card Toolkit ⭐ 381

A toolkit that streamlines and automates the generation of model cards

Infairness ⭐ 58

PyTorch package to train and audit ML models for Individual Fairness

Responsible Ai Toolbox Mitigations ⭐ 45

Python library for implementing Responsible AI mitigations.

Credoai_lens ⭐ 44

Credo AI Lens is a comprehensive assessment framework for AI systems. Lens standardizes model and data assessment, and acts as a central gateway to assessments created in the open source community.

Guardian Ai ⭐ 29

Oracle Guardian AI Open Source Project is a library consisting of tools to assess fairness/bias and privacy of machine learning models and data sets.

[ICCV 2023 Oral, Best Paper Finalist] ITI-GEN: Inclusive Text-to-Image Generation

Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency

Fairbatch ⭐ 16

FairBatch: Batch Selection for Model Fairness (ICLR 2021)

Explore/examine/explain/expose your model with the explabox!

An in-depth performance profiling library for machine learning models

Mlops Starter Sklearn ⭐ 6

Azure Machine Learning と GitHub を利用した MLOps のサンプルコード

Open-source toolkit to help companies implement responsible AI workflows.

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