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responsible-ai

Here are 41 public repositories matching this topic...

giskard

Giskard-AI / giskard

🐢 Open-Source Evaluation & Testing for ML & LLM systems

Updated Nov 12, 2024
Python

fairlearn / fairlearn

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

machine-learning ai artificial-intelligence fairness ai-systems fairness-ai fairness-ml responsible-ai unfairness-mitigation fairness-assessment harms group-fairness

Updated Nov 12, 2024
Python

Azure / PyRIT

The Python Risk Identification Tool for generative AI (PyRIT) is an open access automation framework to empower security professionals and machine learning engineers to proactively find risks in their generative AI systems.

responsible-ai red-team-tools generative-ai ai-red-team

Updated Nov 12, 2024
Python

DALEX

ModelOriented / DALEX

moDel Agnostic Language for Exploration and eXplanation

black-box data-science machine-learning predictive-modeling fairness interpretability explainable-artificial-intelligence explanations explainable-ai explainable-ml xai model-visualization interpretable-machine-learning iml dalex responsible-ai responsible-ml explanatory-model-analysis

Updated Oct 2, 2024
Python

JohnSnowLabs / langtest

Deliver safe & effective language models

nlp artificial-intelligence benchmarks benchmark-framework model-assessment ai-safety mlops responsible-ai ml-safety trustworthy-ai ethics-in-ai ml-testing large-language-models llm ai-testing llm-test llm-evaluation-toolkit llm-as-evaluator llm-testing

Updated Nov 12, 2024
Python

tensorflow / model-card-toolkit

A toolkit that streamlines and automates the generation of model cards

machine-learning deep-learning tensorflow transparency responsible-ai responsible-ml model-cards

Updated Jul 26, 2023
Python

humansensinglab / ITI-GEN

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

fairness debiasing responsible-ai diffusion-models prompt-tuning inclusiveness text-to-image-generation stable-diffusion

Updated Feb 16, 2024
Python

inFairness

IBM / inFairness

PyTorch package to train and audit ML models for Individual Fairness

machine-learning pytorch fairness fairness-ai responsible-ai trustworthy-machine-learning individual-fairness

Updated Sep 14, 2023
Python

cvs-health / langfair

LangFair is a Python library for conducting use-case level LLM bias and fairness assessments

python ai artificial-intelligence bias fairness ai-safety fairness-testing bias-detection fairness-ai fairness-ml responsible-ai ethical-ai large-language-models llm

Updated Nov 12, 2024
Python

credo-ai / credoai_lens

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.

visualization python data-science machine-learning ai jupyter reporting ml assessment artificial-intelligence ethical-artificial-intelligence fairness-ai fairness-ml responsible-ai

Updated Jun 13, 2024
Python

oracle / guardian-ai

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.

machine-learning privacy oracle oci fairness responsible-ai bias-mitigation accelerated-data-science

Updated Nov 13, 2024
Python

zhihengli-UR / StyleT2I

Official code of "StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis" (CVPR 2022)

text-to-image stylegan text-to-image-synthesis responsible-ai ai-fairness trustworthy-ai

Updated Jul 31, 2022
Python

cylynx / verifyml

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

machine-learning fairness veritas machine-bias fairness-ai responsible-ai model-card

Updated Feb 7, 2022
Python

zhihengli-UR / DebiAN

Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)

computer-vision bias-detection responsible-ai bias-mitigation trustworthy-ai

Updated Feb 15, 2023
Python

wearepal / EthicML

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

data-science machine-learning computer-vision toolkit pytorch fairness ethical-artificial-intelligence machine-bias ethical-data-science fairness-awareness-model algorithmic-fairness fairness-ai fairness-ml responsible-ai fairness-assessment fairness-comparison

Updated Aug 27, 2024
Python

yuji-roh / fairbatch

FairBatch: Batch Selection for Model Fairness (ICLR 2021)

machine-learning deep-learning pytorch fairness fairness-ai fairness-ml tensorflow2 responsible-ai trustworthy-ai

Updated May 25, 2023
Python

zhihengli-UR / discover_unknown_biases

Official code of "Discover the Unknown Biased Attribute of an Image Classifier" (ICCV 2021)

disentanglement bias-detection stylegan responsible-ai ai-fairness trustworthy-ai

Updated Oct 11, 2021
Python

MarcelRobeer / explabox

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

python machine-learning fairness robustness explainable-ai explainable-ml interpretable-machine-learning responsible-ai

Updated Oct 18, 2024
Python

hupe1980 / aisploit

🤖🛡️🔍🔒🔑 Tiny package designed to support red teams and penetration testers in exploiting large language model AI solutions.

security ai pentest red-team responsible-ai red-team-tools llm generative-ai ai-red-team langchain

Updated May 16, 2024
Python

DataResponsibly / Virny

An in-depth performance profiling library for machine learning models

python machine-learning uncertainty-analysis robustness responsible-ai fair-ml

Updated Sep 20, 2024
Python

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