responsible_xai
AI responsibility guidelines
Guidelines and resources for the development of responsible AI systems
Guidelines for the responsible use of explainable AI and machine learning.
17 stars
6 watching
6 forks
Language: Jupyter Notebook
last commit: almost 2 years ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
andreysharapov/xaience | An online repository providing resources and information on explainable AI, algorithmic fairness, ML security, and related topics | 107 |
pbiecek/xai_resources | A collection of resources and papers related to Explainable Artificial Intelligence (XAI) for machine learning model interpretability. | 822 |
azure/fta-ai-learning | Provides resources and guidance on AI/ML best practices and examples for use in Azure Vision AI | 1 |
ethicalml/xai | An eXplainability toolbox for machine learning that enables data analysis and model evaluation to mitigate biases and improve performance | 1,125 |
trusted-ai/aix360 | A toolkit for explaining complex AI models and data-driven insights | 1,633 |
jphall663/kdd_2019 | A collection of resources and materials from the 2019 KDD XAI Workshop on explainable machine learning techniques and best practices for responsible use. | 20 |
responsiblyai/responsibly | A toolkit for auditing and mitigating bias in machine learning systems | 94 |
jphall663/gai_risk_management | Resources to help organizations manage risks associated with Generative AI systems | 10 |
h2oai/mli-resources | Provides tools and techniques for interpreting machine learning models | 484 |
allenai/document-qa | Tools and codebase for training neural question answering models on multiple paragraphs of text data | 434 |
algorave/guidelines | Guidelines and best practices for developing and maintaining event-driven systems in the Algorave framework | 138 |
futurecomputing4ai/autoyara | Automated rule generation tool for malware analysis using biclustering algorithm | 59 |
fairlyai/fairly-regulation-policy-tracker | A global map tracking AI and AI-related regulations worldwide | 24 |
simpleai-team/simpleai | Provides tools and utilities for implementing various artificial intelligence algorithms | 968 |
daviddao/green-ai | Develops guidelines and best practices to reduce environmental impact of AI research and development | 80 |